{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 日期：    \n",
    "更新日期：11月（更新内容）     \n",
    "撰写人：杨开泰   \n",
    "\n",
    "-----\n",
    "\n",
    "## 课堂学习内容：\n",
    "\n",
    "> * 1、高德API-WEB服务    \n",
    "> * 2、API经济成本的预估（调用量、并发量）   \n",
    "> * 3、地理编码\n",
    "...\n",
    "\n",
    "## 课后练习：\n",
    "\n",
    "> * 1、[地理编码](https://lbs.amap.com/api/webservice/guide/api/georegeo)   \n",
    "> * 2、[路径规划](http://lbs.amap.com/api/webservice/guide/api/direction)   \n",
    "..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "### 准备工作"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests,json\n",
    "import pandas as pd\n",
    "key='18ef7dd6aeefc21dade574262c00f213'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "url='https://restapi.amap.com/v3/geocode/geo?parameters'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "#### 准备数据 请思考：高德API是怎么获取数据的？数据库查询\n",
    "广州华广_address = \"广东省广州市花都区华南理工大学广州学院\"\n",
    "广州花城_address = \"广东省广州市花城广场\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Response [200]>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "url = \"https://restapi.amap.com/v3/geocode/geo?parameters\"\n",
    "params = {\n",
    "    \"key\":key,\n",
    "    \"address\":广州华广_address\n",
    "}\n",
    "# positional argument follows keyword argument\n",
    "# pa 一定要放在前面，keyword argument放在末尾！！！可以\n",
    "response = requests.get(url,params=params)\n",
    "response\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'count': '1',\n",
       " 'geocodes': [{'formatted_address': '广东省广州市花都区华南理工大学广州学院',\n",
       "   'country': '中国',\n",
       "   'province': '广东省',\n",
       "   'citycode': '020',\n",
       "   'city': '广州市',\n",
       "   'district': '花都区',\n",
       "   'township': [],\n",
       "   'neighborhood': {'name': [], 'type': []},\n",
       "   'building': {'name': [], 'type': []},\n",
       "   'adcode': '440114',\n",
       "   'street': [],\n",
       "   'number': [],\n",
       "   'location': '113.172819,23.434030',\n",
       "   'level': '兴趣点'}]}"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "response.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'113.172819,23.434030'"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "广州华广_location = response.json()['geocodes'][0]['location']\n",
    "广州华广_location"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    " "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "def geocode(key,address,city=None,batch='false',sig=None,output='json',callback=None):\n",
    "    url='https://restapi.amap.com/v3/geocode/geo?parameters'\n",
    "    params={\n",
    "    'key':key,\n",
    "    'address':address,\n",
    "    'city':city,\n",
    "    'batch':batch,\n",
    "    'sig':sig,\n",
    "    'output':output,\n",
    "    'callback':callback\n",
    "    }\n",
    "    response=requests.get(url,params=params)\n",
    "    results=response.json()['geocodes'][0]['location']\n",
    "    # return\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'113.324596,23.119990'"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "address1='广东省广州市花城广场'\n",
    "广州花城_location=geocode(key,address1,city=None,batch='false',sig=None,output='json',callback=None)\n",
    "广州花城_location\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 小结："
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 逆地理编码\n",
    "\n",
    "> * A.url : https://restapi.amap.com/v3/geocode/regeo?parameters    \n",
    "> * B.requests.get()    \n",
    "> * C.参数：    \n",
    "\n",
    ">> * 1、必选：key,location(经纬度坐标)\n",
    ">> * 2、可选: extensions[(默认：base)可选\"all\",描述数据详细指数]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 数据准备 广州华广_location"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 逆地理编码函数\n",
    "def regeo(key,location,extensions=\"base\",radius=None,poitype=None):\n",
    "    \"\"\"\"\"\"\n",
    "    url = \"https://restapi.amap.com/v3/geocode/regeo?parameters\"\n",
    "    params = {\n",
    "        \"key\":key,\n",
    "        \"location\":location,\n",
    "        \"extensions\":extensions,\n",
    "        \"radius\":radius,\n",
    "        \"poitype\":poitype\n",
    "    }\n",
    "    r = requests.get(url,params)\n",
    "    results = r.json()\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Response [200]>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "url = \"https://restapi.amap.com/v3/geocode/regeo?parameters\"\n",
    "params = {\n",
    "    \"key\":key,\n",
    "    \"location\":广州华广_location,\n",
    "    \"extensions\":\"all\"\n",
    "}\n",
    "r = requests.get(url,params)\n",
    "r"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['乐同村祥和路', '学府路', '红棉大道']"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "_roads_ = []\n",
    "for item in r.json()['regeocode']['roads']:\n",
    "#     print(item['name'])\n",
    "    _roads_.append(item['name'])\n",
    "_roads_"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'regeocode': {'roads': [{'id': '020F49F0070423013',\n",
       "    'location': '113.17,23.4338',\n",
       "    'direction': '东',\n",
       "    'name': '乐同村祥和路',\n",
       "    'distance': '270.24'},\n",
       "   {'id': '020F49F007042604789',\n",
       "    'location': '113.173,23.4302',\n",
       "    'direction': '北',\n",
       "    'name': '学府路',\n",
       "    'distance': '424.284'},\n",
       "   {'id': '020F49F0070425370',\n",
       "    'location': '113.166,23.4333',\n",
       "    'direction': '东',\n",
       "    'name': '红棉大道',\n",
       "    'distance': '707.201'}],\n",
       "  'roadinters': [{'second_name': '红棉大道北',\n",
       "    'first_id': '020F49F0070425370',\n",
       "    'second_id': '020F49F007042608469',\n",
       "    'location': '113.166200,23.429660',\n",
       "    'distance': '832.011',\n",
       "    'first_name': '红棉大道',\n",
       "    'direction': '东北'}],\n",
       "  'formatted_address': '广东省广州市花都区秀全街道华南理工大学广州学院',\n",
       "  'addressComponent': {'city': '广州市',\n",
       "   'province': '广东省',\n",
       "   'adcode': '440114',\n",
       "   'district': '花都区',\n",
       "   'towncode': '440114003000',\n",
       "   'streetNumber': {'number': '1号',\n",
       "    'location': '113.171220,23.432598',\n",
       "    'direction': '西南',\n",
       "    'distance': '227.963',\n",
       "    'street': '学府路'},\n",
       "   'country': '中国',\n",
       "   'township': '秀全街道',\n",
       "   'businessAreas': [{'location': '113.171972,23.457905',\n",
       "     'name': '狮岭',\n",
       "     'id': '440114'}],\n",
       "   'building': {'name': [], 'type': []},\n",
       "   'neighborhood': {'name': [], 'type': []},\n",
       "   'citycode': '020'},\n",
       "  'aois': [{'area': '522207.163929',\n",
       "    'type': '141201',\n",
       "    'id': 'B00140UX4R',\n",
       "    'location': '113.172998,23.434595',\n",
       "    'adcode': '440114',\n",
       "    'name': '华南理工大学广州学院',\n",
       "    'distance': '0'}],\n",
       "  'pois': [{'id': 'B00140UX4R',\n",
       "    'direction': '北',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '学府路1号',\n",
       "    'poiweight': '0.636001',\n",
       "    'name': '华南理工大学广州学院',\n",
       "    'location': '113.172998,23.434595',\n",
       "    'distance': '65.4333',\n",
       "    'tel': '020-66609166',\n",
       "    'type': '科教文化服务;学校;高等院校'},\n",
       "   {'id': 'B0FFGAQ5QH',\n",
       "    'direction': '东南',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '新华街学府路1号',\n",
       "    'poiweight': '0.290155',\n",
       "    'name': '华南理工大学广州学院珠宝学院',\n",
       "    'location': '113.174334,23.431852',\n",
       "    'distance': '287.322',\n",
       "    'tel': [],\n",
       "    'type': '科教文化服务;学校;高等院校'},\n",
       "   {'id': 'B0FFHTN29A',\n",
       "    'direction': '东南',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': [],\n",
       "    'poiweight': '0.267235',\n",
       "    'name': '外国语学院',\n",
       "    'location': '113.174022,23.431619',\n",
       "    'distance': '294.877',\n",
       "    'tel': [],\n",
       "    'type': '科教文化服务;学校;高等院校'},\n",
       "   {'id': 'B0FFH16EZ2',\n",
       "    'direction': '西南',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '华南理工大学广州学院',\n",
       "    'poiweight': '0.253038',\n",
       "    'name': 'C6宿舍楼',\n",
       "    'location': '113.171360,23.432950',\n",
       "    'distance': '191.256',\n",
       "    'tel': [],\n",
       "    'type': '商务住宅;住宅区;宿舍'},\n",
       "   {'id': 'B0FFF3J2AA',\n",
       "    'direction': '西南',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '新华镇学府路1号',\n",
       "    'poiweight': '0.233332',\n",
       "    'name': '华南理工大学广州学院-图书馆',\n",
       "    'location': '113.170896,23.431780',\n",
       "    'distance': '317.941',\n",
       "    'tel': [],\n",
       "    'type': '科教文化服务;图书馆;图书馆'},\n",
       "   {'id': 'B0FFG8ISGQ',\n",
       "    'direction': '西南',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '学府路1号',\n",
       "    'poiweight': '0.205349',\n",
       "    'name': 'momo奶茶屋',\n",
       "    'location': '113.171759,23.433571',\n",
       "    'distance': '119.584',\n",
       "    'tel': '18665003543',\n",
       "    'type': '餐饮服务;冷饮店;冷饮店'},\n",
       "   {'id': 'B0FFF3LL1I',\n",
       "    'direction': '西北',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '华南理工大学广州学院',\n",
       "    'poiweight': '0.369269',\n",
       "    'name': '华南理工大学广州学院-体育中心',\n",
       "    'location': '113.172124,23.435239',\n",
       "    'distance': '151.984',\n",
       "    'tel': [],\n",
       "    'type': '体育休闲服务;运动场馆;综合体育馆'},\n",
       "   {'id': 'B0FFHTMDXZ',\n",
       "    'direction': '东南',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '新华街学府路1号华南理工大学广州学院珠宝学院附近',\n",
       "    'poiweight': '0.267235',\n",
       "    'name': '华南理工大学广州学院-管理学院',\n",
       "    'location': '113.174665,23.432115',\n",
       "    'distance': '284.297',\n",
       "    'tel': [],\n",
       "    'type': '科教文化服务;学校;高等院校'},\n",
       "   {'id': 'B0FFI1CDH7',\n",
       "    'direction': '东南',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '华南理工大学广州学院A6教学楼',\n",
       "    'poiweight': '0.269027',\n",
       "    'name': '华南理工大学广州学院国际工程师学院',\n",
       "    'location': '113.174125,23.431562',\n",
       "    'distance': '305.09',\n",
       "    'tel': [],\n",
       "    'type': '科教文化服务;学校;高等院校'},\n",
       "   {'id': 'B0FFH9T0EG',\n",
       "    'direction': '东南',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '学府路',\n",
       "    'poiweight': '0.258725',\n",
       "    'name': '华南理工大学广州学院-国际商学院',\n",
       "    'location': '113.174213,23.431471',\n",
       "    'distance': '318.122',\n",
       "    'tel': [],\n",
       "    'type': '科教文化服务;学校;高等院校'},\n",
       "   {'id': 'B0FFF7UNIA',\n",
       "    'direction': '西',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '红棉大道北(华南理工大学广州学院)',\n",
       "    'poiweight': '0.0940401',\n",
       "    'name': '华南理工大学广州学院宿舍C4号楼',\n",
       "    'location': '113.170386,23.433625',\n",
       "    'distance': '252.265',\n",
       "    'tel': [],\n",
       "    'type': '地名地址信息;门牌信息;楼栋号'},\n",
       "   {'id': 'B0FFFD0ABR',\n",
       "    'direction': '北',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '学府路',\n",
       "    'poiweight': '0.0940435',\n",
       "    'name': '华南理工大学广州学院宿舍C12号楼',\n",
       "    'location': '113.172880,23.436462',\n",
       "    'distance': '270.504',\n",
       "    'tel': [],\n",
       "    'type': '地名地址信息;门牌信息;楼栋号'},\n",
       "   {'id': 'B0FFFAICFD',\n",
       "    'direction': '东',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '学府路',\n",
       "    'poiweight': '0.389105',\n",
       "    'name': '天狮岭公园',\n",
       "    'location': '113.177444,23.435445',\n",
       "    'distance': '497.42',\n",
       "    'tel': [],\n",
       "    'type': '风景名胜;公园广场;公园'},\n",
       "   {'id': 'B0FFGYWY1F',\n",
       "    'direction': '东南',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '华南理工大学广州学院内',\n",
       "    'poiweight': '0.147219',\n",
       "    'name': '华南理工大学广州学院教师公寓D4',\n",
       "    'location': '113.175716,23.431658',\n",
       "    'distance': '396.168',\n",
       "    'tel': [],\n",
       "    'type': '商务住宅;住宅区;宿舍'},\n",
       "   {'id': 'B0FFHC60HU',\n",
       "    'direction': '北',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '华南理工大学广州学院',\n",
       "    'poiweight': '0.147663',\n",
       "    'name': '华南理工大学广州学院宿舍C21号楼',\n",
       "    'location': '113.173486,23.437975',\n",
       "    'distance': '443.934',\n",
       "    'tel': [],\n",
       "    'type': '商务住宅;住宅区;宿舍'},\n",
       "   {'id': 'B0FFI1B6UX',\n",
       "    'direction': '南',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '狮岭镇学府路1号',\n",
       "    'poiweight': '0.269027',\n",
       "    'name': '土木工程学院',\n",
       "    'location': '113.172325,23.429347',\n",
       "    'distance': '523.188',\n",
       "    'tel': [],\n",
       "    'type': '科教文化服务;学校;高等院校'},\n",
       "   {'id': 'B0FFF8RVXV',\n",
       "    'direction': '北',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '红棉大道北',\n",
       "    'poiweight': '0.0940401',\n",
       "    'name': '华南理工大学广州学院宿舍C10号楼',\n",
       "    'location': '113.172194,23.437242',\n",
       "    'distance': '362.816',\n",
       "    'tel': [],\n",
       "    'type': '地名地址信息;门牌信息;楼栋号'},\n",
       "   {'id': 'B0FFGAQ5NU',\n",
       "    'direction': '南',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '学府路1号',\n",
       "    'poiweight': '0.213989',\n",
       "    'name': '华南理工大学广州学院-行政楼',\n",
       "    'location': '113.174163,23.430294',\n",
       "    'distance': '437.507',\n",
       "    'tel': '020-66609166',\n",
       "    'type': '科教文化服务;学校;学校'},\n",
       "   {'id': 'B0FFF2NS0P',\n",
       "    'direction': '南',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '新华镇学府路1号',\n",
       "    'poiweight': '0.138186',\n",
       "    'name': '华南理工大学广州学院-机械工程学院',\n",
       "    'location': '113.172143,23.429183',\n",
       "    'distance': '543.373',\n",
       "    'tel': [],\n",
       "    'type': '科教文化服务;学校;高等院校'},\n",
       "   {'id': 'B0FFH9PA2V',\n",
       "    'direction': '北',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': [],\n",
       "    'poiweight': '0.19186',\n",
       "    'name': '华南理工大学广州学院宿舍C22号楼',\n",
       "    'location': '113.173513,23.437968',\n",
       "    'distance': '443.602',\n",
       "    'tel': [],\n",
       "    'type': '商务住宅;住宅区;宿舍'},\n",
       "   {'id': 'B0FFH9P8HU',\n",
       "    'direction': '北',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '迳口路(华南理工大学广州学院)',\n",
       "    'poiweight': '0.148603',\n",
       "    'name': '华南理工大学广州学院C22号宿舍楼',\n",
       "    'location': '113.174285,23.437929',\n",
       "    'distance': '458.635',\n",
       "    'tel': [],\n",
       "    'type': '商务住宅;住宅区;宿舍'},\n",
       "   {'id': 'B0FFGAQ5PJ',\n",
       "    'direction': '南',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '华南理工大学广州学院学府路1号',\n",
       "    'poiweight': '0.290155',\n",
       "    'name': '华南理工大学广州学院经济学院',\n",
       "    'location': '113.173833,23.428739',\n",
       "    'distance': '597.401',\n",
       "    'tel': [],\n",
       "    'type': '科教文化服务;学校;高等院校'},\n",
       "   {'id': 'B0FFHTMEE8',\n",
       "    'direction': '南',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '学府路1号华南理工大学广州学院B13楼',\n",
       "    'poiweight': '0.267235',\n",
       "    'name': '计算机工程学院',\n",
       "    'location': '113.171943,23.429685',\n",
       "    'distance': '491.358',\n",
       "    'tel': [],\n",
       "    'type': '科教文化服务;学校;高等院校'},\n",
       "   {'id': 'B0FFF8NMRH',\n",
       "    'direction': '北',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '华南理工大学广州学院',\n",
       "    'poiweight': '0.0940401',\n",
       "    'name': '华南理工大学广州学院宿舍C19号楼',\n",
       "    'location': '113.171840,23.438595',\n",
       "    'distance': '517.359',\n",
       "    'tel': [],\n",
       "    'type': '商务住宅;住宅区;宿舍'},\n",
       "   {'id': 'B0FFHBR8ZT',\n",
       "    'direction': '南',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '学府路1号',\n",
       "    'poiweight': '0.258027',\n",
       "    'name': '华南理工大学广州学院-电气工程学院',\n",
       "    'location': '113.172159,23.429202',\n",
       "    'distance': '541.086',\n",
       "    'tel': [],\n",
       "    'type': '科教文化服务;学校;高等院校'},\n",
       "   {'id': 'B0FFHUV7WI',\n",
       "    'direction': '南',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '狮岭镇学府路1号',\n",
       "    'poiweight': '0.267124',\n",
       "    'name': '华南理工大学广州学院工程研究院',\n",
       "    'location': '113.172156,23.429200',\n",
       "    'distance': '541.336',\n",
       "    'tel': [],\n",
       "    'type': '科教文化服务;学校;高等院校'},\n",
       "   {'id': 'B0FFGXJVWK',\n",
       "    'direction': '南',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '学府路1号',\n",
       "    'poiweight': '0.172835',\n",
       "    'name': '机械工程实验中心',\n",
       "    'location': '113.172163,23.429187',\n",
       "    'distance': '542.689',\n",
       "    'tel': '020-36903106',\n",
       "    'type': '科教文化服务;科研机构;科研机构'},\n",
       "   {'id': 'B0FFF73T9B',\n",
       "    'direction': '南',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '学府路3号(广州汽车学院正门)',\n",
       "    'poiweight': '0.212661',\n",
       "    'name': '学府花园',\n",
       "    'location': '113.174295,23.427156',\n",
       "    'distance': '779.073',\n",
       "    'tel': '020-36903888;020-36882222',\n",
       "    'type': '商务住宅;住宅区;住宅小区'},\n",
       "   {'id': 'B0FFHV6II9',\n",
       "    'direction': '南',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '学府路2-26号附近',\n",
       "    'poiweight': '0.267124',\n",
       "    'name': '中兴通信工程学院',\n",
       "    'location': '113.173488,23.428742',\n",
       "    'distance': '591.982',\n",
       "    'tel': [],\n",
       "    'type': '科教文化服务;学校;高等院校'},\n",
       "   {'id': 'B0FFHIO4I1',\n",
       "    'direction': '南',\n",
       "    'businessarea': '狮岭',\n",
       "    'address': '华南理工大学广州学院经济学院西50米',\n",
       "    'poiweight': '0.178448',\n",
       "    'name': '华南理工大学广州学院-伴读教育',\n",
       "    'location': '113.172973,23.428659',\n",
       "    'distance': '597.475',\n",
       "    'tel': '15817071341',\n",
       "    'type': '科教文化服务;培训机构;培训机构'}]},\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000'}"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th>0</th>\n",
       "      <td>B00140UX4R</td>\n",
       "      <td>北</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>学府路1号</td>\n",
       "      <td>0.636001</td>\n",
       "      <td>华南理工大学广州学院</td>\n",
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       "      <td>科教文化服务;学校;高等院校</td>\n",
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       "      <th>1</th>\n",
       "      <td>B0FFGAQ5QH</td>\n",
       "      <td>东南</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>新华街学府路1号</td>\n",
       "      <td>0.290155</td>\n",
       "      <td>华南理工大学广州学院珠宝学院</td>\n",
       "      <td>113.174334,23.431852</td>\n",
       "      <td>287.322</td>\n",
       "      <td>[]</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>B0FFHTN29A</td>\n",
       "      <td>东南</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>[]</td>\n",
       "      <td>0.267235</td>\n",
       "      <td>外国语学院</td>\n",
       "      <td>113.174022,23.431619</td>\n",
       "      <td>294.877</td>\n",
       "      <td>[]</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>B0FFH16EZ2</td>\n",
       "      <td>西南</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>华南理工大学广州学院</td>\n",
       "      <td>0.253038</td>\n",
       "      <td>C6宿舍楼</td>\n",
       "      <td>113.171360,23.432950</td>\n",
       "      <td>191.256</td>\n",
       "      <td>[]</td>\n",
       "      <td>商务住宅;住宅区;宿舍</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>B0FFF3J2AA</td>\n",
       "      <td>西南</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>新华镇学府路1号</td>\n",
       "      <td>0.233332</td>\n",
       "      <td>华南理工大学广州学院-图书馆</td>\n",
       "      <td>113.170896,23.431780</td>\n",
       "      <td>317.941</td>\n",
       "      <td>[]</td>\n",
       "      <td>科教文化服务;图书馆;图书馆</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>B0FFG8ISGQ</td>\n",
       "      <td>西南</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>学府路1号</td>\n",
       "      <td>0.205349</td>\n",
       "      <td>momo奶茶屋</td>\n",
       "      <td>113.171759,23.433571</td>\n",
       "      <td>119.584</td>\n",
       "      <td>18665003543</td>\n",
       "      <td>餐饮服务;冷饮店;冷饮店</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>B0FFF3LL1I</td>\n",
       "      <td>西北</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>华南理工大学广州学院</td>\n",
       "      <td>0.369269</td>\n",
       "      <td>华南理工大学广州学院-体育中心</td>\n",
       "      <td>113.172124,23.435239</td>\n",
       "      <td>151.984</td>\n",
       "      <td>[]</td>\n",
       "      <td>体育休闲服务;运动场馆;综合体育馆</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>B0FFHTMDXZ</td>\n",
       "      <td>东南</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>新华街学府路1号华南理工大学广州学院珠宝学院附近</td>\n",
       "      <td>0.267235</td>\n",
       "      <td>华南理工大学广州学院-管理学院</td>\n",
       "      <td>113.174665,23.432115</td>\n",
       "      <td>284.297</td>\n",
       "      <td>[]</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>B0FFI1CDH7</td>\n",
       "      <td>东南</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>华南理工大学广州学院A6教学楼</td>\n",
       "      <td>0.269027</td>\n",
       "      <td>华南理工大学广州学院国际工程师学院</td>\n",
       "      <td>113.174125,23.431562</td>\n",
       "      <td>305.09</td>\n",
       "      <td>[]</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>B0FFH9T0EG</td>\n",
       "      <td>东南</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>学府路</td>\n",
       "      <td>0.258725</td>\n",
       "      <td>华南理工大学广州学院-国际商学院</td>\n",
       "      <td>113.174213,23.431471</td>\n",
       "      <td>318.122</td>\n",
       "      <td>[]</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>B0FFF7UNIA</td>\n",
       "      <td>西</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>红棉大道北(华南理工大学广州学院)</td>\n",
       "      <td>0.0940401</td>\n",
       "      <td>华南理工大学广州学院宿舍C4号楼</td>\n",
       "      <td>113.170386,23.433625</td>\n",
       "      <td>252.265</td>\n",
       "      <td>[]</td>\n",
       "      <td>地名地址信息;门牌信息;楼栋号</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>B0FFFD0ABR</td>\n",
       "      <td>北</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>学府路</td>\n",
       "      <td>0.0940435</td>\n",
       "      <td>华南理工大学广州学院宿舍C12号楼</td>\n",
       "      <td>113.172880,23.436462</td>\n",
       "      <td>270.504</td>\n",
       "      <td>[]</td>\n",
       "      <td>地名地址信息;门牌信息;楼栋号</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>B0FFFAICFD</td>\n",
       "      <td>东</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>学府路</td>\n",
       "      <td>0.389105</td>\n",
       "      <td>天狮岭公园</td>\n",
       "      <td>113.177444,23.435445</td>\n",
       "      <td>497.42</td>\n",
       "      <td>[]</td>\n",
       "      <td>风景名胜;公园广场;公园</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>B0FFGYWY1F</td>\n",
       "      <td>东南</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>华南理工大学广州学院内</td>\n",
       "      <td>0.147219</td>\n",
       "      <td>华南理工大学广州学院教师公寓D4</td>\n",
       "      <td>113.175716,23.431658</td>\n",
       "      <td>396.168</td>\n",
       "      <td>[]</td>\n",
       "      <td>商务住宅;住宅区;宿舍</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>B0FFHC60HU</td>\n",
       "      <td>北</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>华南理工大学广州学院</td>\n",
       "      <td>0.147663</td>\n",
       "      <td>华南理工大学广州学院宿舍C21号楼</td>\n",
       "      <td>113.173486,23.437975</td>\n",
       "      <td>443.934</td>\n",
       "      <td>[]</td>\n",
       "      <td>商务住宅;住宅区;宿舍</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>B0FFI1B6UX</td>\n",
       "      <td>南</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>狮岭镇学府路1号</td>\n",
       "      <td>0.269027</td>\n",
       "      <td>土木工程学院</td>\n",
       "      <td>113.172325,23.429347</td>\n",
       "      <td>523.188</td>\n",
       "      <td>[]</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>B0FFF8RVXV</td>\n",
       "      <td>北</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>红棉大道北</td>\n",
       "      <td>0.0940401</td>\n",
       "      <td>华南理工大学广州学院宿舍C10号楼</td>\n",
       "      <td>113.172194,23.437242</td>\n",
       "      <td>362.816</td>\n",
       "      <td>[]</td>\n",
       "      <td>地名地址信息;门牌信息;楼栋号</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>B0FFGAQ5NU</td>\n",
       "      <td>南</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>学府路1号</td>\n",
       "      <td>0.213989</td>\n",
       "      <td>华南理工大学广州学院-行政楼</td>\n",
       "      <td>113.174163,23.430294</td>\n",
       "      <td>437.507</td>\n",
       "      <td>020-66609166</td>\n",
       "      <td>科教文化服务;学校;学校</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>B0FFF2NS0P</td>\n",
       "      <td>南</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>新华镇学府路1号</td>\n",
       "      <td>0.138186</td>\n",
       "      <td>华南理工大学广州学院-机械工程学院</td>\n",
       "      <td>113.172143,23.429183</td>\n",
       "      <td>543.373</td>\n",
       "      <td>[]</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>B0FFH9PA2V</td>\n",
       "      <td>北</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>[]</td>\n",
       "      <td>0.19186</td>\n",
       "      <td>华南理工大学广州学院宿舍C22号楼</td>\n",
       "      <td>113.173513,23.437968</td>\n",
       "      <td>443.602</td>\n",
       "      <td>[]</td>\n",
       "      <td>商务住宅;住宅区;宿舍</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>B0FFH9P8HU</td>\n",
       "      <td>北</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>迳口路(华南理工大学广州学院)</td>\n",
       "      <td>0.148603</td>\n",
       "      <td>华南理工大学广州学院C22号宿舍楼</td>\n",
       "      <td>113.174285,23.437929</td>\n",
       "      <td>458.635</td>\n",
       "      <td>[]</td>\n",
       "      <td>商务住宅;住宅区;宿舍</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>B0FFGAQ5PJ</td>\n",
       "      <td>南</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>华南理工大学广州学院学府路1号</td>\n",
       "      <td>0.290155</td>\n",
       "      <td>华南理工大学广州学院经济学院</td>\n",
       "      <td>113.173833,23.428739</td>\n",
       "      <td>597.401</td>\n",
       "      <td>[]</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>B0FFHTMEE8</td>\n",
       "      <td>南</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>学府路1号华南理工大学广州学院B13楼</td>\n",
       "      <td>0.267235</td>\n",
       "      <td>计算机工程学院</td>\n",
       "      <td>113.171943,23.429685</td>\n",
       "      <td>491.358</td>\n",
       "      <td>[]</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>B0FFF8NMRH</td>\n",
       "      <td>北</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>华南理工大学广州学院</td>\n",
       "      <td>0.0940401</td>\n",
       "      <td>华南理工大学广州学院宿舍C19号楼</td>\n",
       "      <td>113.171840,23.438595</td>\n",
       "      <td>517.359</td>\n",
       "      <td>[]</td>\n",
       "      <td>商务住宅;住宅区;宿舍</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>B0FFHBR8ZT</td>\n",
       "      <td>南</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>学府路1号</td>\n",
       "      <td>0.258027</td>\n",
       "      <td>华南理工大学广州学院-电气工程学院</td>\n",
       "      <td>113.172159,23.429202</td>\n",
       "      <td>541.086</td>\n",
       "      <td>[]</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>B0FFHUV7WI</td>\n",
       "      <td>南</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>狮岭镇学府路1号</td>\n",
       "      <td>0.267124</td>\n",
       "      <td>华南理工大学广州学院工程研究院</td>\n",
       "      <td>113.172156,23.429200</td>\n",
       "      <td>541.336</td>\n",
       "      <td>[]</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>B0FFGXJVWK</td>\n",
       "      <td>南</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>学府路1号</td>\n",
       "      <td>0.172835</td>\n",
       "      <td>机械工程实验中心</td>\n",
       "      <td>113.172163,23.429187</td>\n",
       "      <td>542.689</td>\n",
       "      <td>020-36903106</td>\n",
       "      <td>科教文化服务;科研机构;科研机构</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>B0FFF73T9B</td>\n",
       "      <td>南</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>学府路3号(广州汽车学院正门)</td>\n",
       "      <td>0.212661</td>\n",
       "      <td>学府花园</td>\n",
       "      <td>113.174295,23.427156</td>\n",
       "      <td>779.073</td>\n",
       "      <td>020-36903888;020-36882222</td>\n",
       "      <td>商务住宅;住宅区;住宅小区</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>B0FFHV6II9</td>\n",
       "      <td>南</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>学府路2-26号附近</td>\n",
       "      <td>0.267124</td>\n",
       "      <td>中兴通信工程学院</td>\n",
       "      <td>113.173488,23.428742</td>\n",
       "      <td>591.982</td>\n",
       "      <td>[]</td>\n",
       "      <td>科教文化服务;学校;高等院校</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>B0FFHIO4I1</td>\n",
       "      <td>南</td>\n",
       "      <td>狮岭</td>\n",
       "      <td>华南理工大学广州学院经济学院西50米</td>\n",
       "      <td>0.178448</td>\n",
       "      <td>华南理工大学广州学院-伴读教育</td>\n",
       "      <td>113.172973,23.428659</td>\n",
       "      <td>597.475</td>\n",
       "      <td>15817071341</td>\n",
       "      <td>科教文化服务;培训机构;培训机构</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            id direction businessarea                   address  poiweight  \\\n",
       "0   B00140UX4R         北           狮岭                     学府路1号   0.636001   \n",
       "1   B0FFGAQ5QH        东南           狮岭                  新华街学府路1号   0.290155   \n",
       "2   B0FFHTN29A        东南           狮岭                        []   0.267235   \n",
       "3   B0FFH16EZ2        西南           狮岭                华南理工大学广州学院   0.253038   \n",
       "4   B0FFF3J2AA        西南           狮岭                  新华镇学府路1号   0.233332   \n",
       "5   B0FFG8ISGQ        西南           狮岭                     学府路1号   0.205349   \n",
       "6   B0FFF3LL1I        西北           狮岭                华南理工大学广州学院   0.369269   \n",
       "7   B0FFHTMDXZ        东南           狮岭  新华街学府路1号华南理工大学广州学院珠宝学院附近   0.267235   \n",
       "8   B0FFI1CDH7        东南           狮岭           华南理工大学广州学院A6教学楼   0.269027   \n",
       "9   B0FFH9T0EG        东南           狮岭                       学府路   0.258725   \n",
       "10  B0FFF7UNIA         西           狮岭         红棉大道北(华南理工大学广州学院)  0.0940401   \n",
       "11  B0FFFD0ABR         北           狮岭                       学府路  0.0940435   \n",
       "12  B0FFFAICFD         东           狮岭                       学府路   0.389105   \n",
       "13  B0FFGYWY1F        东南           狮岭               华南理工大学广州学院内   0.147219   \n",
       "14  B0FFHC60HU         北           狮岭                华南理工大学广州学院   0.147663   \n",
       "15  B0FFI1B6UX         南           狮岭                  狮岭镇学府路1号   0.269027   \n",
       "16  B0FFF8RVXV         北           狮岭                     红棉大道北  0.0940401   \n",
       "17  B0FFGAQ5NU         南           狮岭                     学府路1号   0.213989   \n",
       "18  B0FFF2NS0P         南           狮岭                  新华镇学府路1号   0.138186   \n",
       "19  B0FFH9PA2V         北           狮岭                        []    0.19186   \n",
       "20  B0FFH9P8HU         北           狮岭           迳口路(华南理工大学广州学院)   0.148603   \n",
       "21  B0FFGAQ5PJ         南           狮岭           华南理工大学广州学院学府路1号   0.290155   \n",
       "22  B0FFHTMEE8         南           狮岭       学府路1号华南理工大学广州学院B13楼   0.267235   \n",
       "23  B0FFF8NMRH         北           狮岭                华南理工大学广州学院  0.0940401   \n",
       "24  B0FFHBR8ZT         南           狮岭                     学府路1号   0.258027   \n",
       "25  B0FFHUV7WI         南           狮岭                  狮岭镇学府路1号   0.267124   \n",
       "26  B0FFGXJVWK         南           狮岭                     学府路1号   0.172835   \n",
       "27  B0FFF73T9B         南           狮岭           学府路3号(广州汽车学院正门)   0.212661   \n",
       "28  B0FFHV6II9         南           狮岭                学府路2-26号附近   0.267124   \n",
       "29  B0FFHIO4I1         南           狮岭        华南理工大学广州学院经济学院西50米   0.178448   \n",
       "\n",
       "                 name              location distance  \\\n",
       "0          华南理工大学广州学院  113.172998,23.434595  65.4333   \n",
       "1      华南理工大学广州学院珠宝学院  113.174334,23.431852  287.322   \n",
       "2               外国语学院  113.174022,23.431619  294.877   \n",
       "3               C6宿舍楼  113.171360,23.432950  191.256   \n",
       "4      华南理工大学广州学院-图书馆  113.170896,23.431780  317.941   \n",
       "5             momo奶茶屋  113.171759,23.433571  119.584   \n",
       "6     华南理工大学广州学院-体育中心  113.172124,23.435239  151.984   \n",
       "7     华南理工大学广州学院-管理学院  113.174665,23.432115  284.297   \n",
       "8   华南理工大学广州学院国际工程师学院  113.174125,23.431562   305.09   \n",
       "9    华南理工大学广州学院-国际商学院  113.174213,23.431471  318.122   \n",
       "10   华南理工大学广州学院宿舍C4号楼  113.170386,23.433625  252.265   \n",
       "11  华南理工大学广州学院宿舍C12号楼  113.172880,23.436462  270.504   \n",
       "12              天狮岭公园  113.177444,23.435445   497.42   \n",
       "13   华南理工大学广州学院教师公寓D4  113.175716,23.431658  396.168   \n",
       "14  华南理工大学广州学院宿舍C21号楼  113.173486,23.437975  443.934   \n",
       "15             土木工程学院  113.172325,23.429347  523.188   \n",
       "16  华南理工大学广州学院宿舍C10号楼  113.172194,23.437242  362.816   \n",
       "17     华南理工大学广州学院-行政楼  113.174163,23.430294  437.507   \n",
       "18  华南理工大学广州学院-机械工程学院  113.172143,23.429183  543.373   \n",
       "19  华南理工大学广州学院宿舍C22号楼  113.173513,23.437968  443.602   \n",
       "20  华南理工大学广州学院C22号宿舍楼  113.174285,23.437929  458.635   \n",
       "21     华南理工大学广州学院经济学院  113.173833,23.428739  597.401   \n",
       "22            计算机工程学院  113.171943,23.429685  491.358   \n",
       "23  华南理工大学广州学院宿舍C19号楼  113.171840,23.438595  517.359   \n",
       "24  华南理工大学广州学院-电气工程学院  113.172159,23.429202  541.086   \n",
       "25    华南理工大学广州学院工程研究院  113.172156,23.429200  541.336   \n",
       "26           机械工程实验中心  113.172163,23.429187  542.689   \n",
       "27               学府花园  113.174295,23.427156  779.073   \n",
       "28           中兴通信工程学院  113.173488,23.428742  591.982   \n",
       "29    华南理工大学广州学院-伴读教育  113.172973,23.428659  597.475   \n",
       "\n",
       "                          tel               type  \n",
       "0                020-66609166     科教文化服务;学校;高等院校  \n",
       "1                          []     科教文化服务;学校;高等院校  \n",
       "2                          []     科教文化服务;学校;高等院校  \n",
       "3                          []        商务住宅;住宅区;宿舍  \n",
       "4                          []     科教文化服务;图书馆;图书馆  \n",
       "5                 18665003543       餐饮服务;冷饮店;冷饮店  \n",
       "6                          []  体育休闲服务;运动场馆;综合体育馆  \n",
       "7                          []     科教文化服务;学校;高等院校  \n",
       "8                          []     科教文化服务;学校;高等院校  \n",
       "9                          []     科教文化服务;学校;高等院校  \n",
       "10                         []    地名地址信息;门牌信息;楼栋号  \n",
       "11                         []    地名地址信息;门牌信息;楼栋号  \n",
       "12                         []       风景名胜;公园广场;公园  \n",
       "13                         []        商务住宅;住宅区;宿舍  \n",
       "14                         []        商务住宅;住宅区;宿舍  \n",
       "15                         []     科教文化服务;学校;高等院校  \n",
       "16                         []    地名地址信息;门牌信息;楼栋号  \n",
       "17               020-66609166       科教文化服务;学校;学校  \n",
       "18                         []     科教文化服务;学校;高等院校  \n",
       "19                         []        商务住宅;住宅区;宿舍  \n",
       "20                         []        商务住宅;住宅区;宿舍  \n",
       "21                         []     科教文化服务;学校;高等院校  \n",
       "22                         []     科教文化服务;学校;高等院校  \n",
       "23                         []        商务住宅;住宅区;宿舍  \n",
       "24                         []     科教文化服务;学校;高等院校  \n",
       "25                         []     科教文化服务;学校;高等院校  \n",
       "26               020-36903106   科教文化服务;科研机构;科研机构  \n",
       "27  020-36903888;020-36882222      商务住宅;住宅区;住宅小区  \n",
       "28                         []     科教文化服务;学校;高等院校  \n",
       "29                15817071341   科教文化服务;培训机构;培训机构  "
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.json_normalize(r.json()['regeocode']['pois'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 路径规划\n",
    "\n",
    "> * 1、步行\n",
    "> * 2、公交车\n",
    "> * 3、驾车"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 步行 \n",
    "\n",
    "> * 1、url:https://restapi.amap.com/v3/direction/walking?parameters    \n",
    "> * 2、requests.get()\n",
    "> * 3、参数：\n",
    "\n",
    ">> * A.必选：key，origin（出发点（经度，纬度））,destination（目的地（经度，纬度））\n",
    ">> * B.可选："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 数据准备： \n",
    "origin = \"广东省广州市中山大学南方学院\"\n",
    "destination = \"广东省广州市花都区华南理工大学广州学院\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 思考：如果有1000个位置？重复代码？\n",
    "# 函数！？ -->1、节省代码，重复利用  2、可以给小白（会一点python）用！\n",
    "# 地理编码 =》 函数形式\n",
    "# 函数一定不会报错，哪怕你写的语法有错误，哪怕你写的参数没定义？-----> 函数只有在执行（调用）时才会真正意义的运行！\n",
    "\n",
    "def geocode(key,address,city=None,batch=None)->str:\n",
    "    \"\"\"获取高德API的地理编码\n",
    "    注释：key是指高德API的秘钥，请先去注册\n",
    "          address是指结构化地址，具体请查看：https://lbs.amap.com/api/webservice/guide/api/georegeo   \n",
    "    \"\"\"\n",
    "    url = \"https://restapi.amap.com/v3/geocode/geo?parameters\"\n",
    "    params = {\n",
    "        \"key\":key,\n",
    "        \"address\":address,\n",
    "        \"city\":city,\n",
    "        \"batch\":batch\n",
    "    }\n",
    "    response = requests.get(url,params=params)\n",
    "    results = response.json()['geocodes'][0]['location']\n",
    "    # 返回值\n",
    "    return results\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'113.679287,23.632575'"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "起始点_中大南方 = geocode(key,origin)\n",
    "起始点_中大南方"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'113.172819,23.434030'"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "目的地_广州华广 = geocode(key,destination)\n",
    "目的地_广州华广"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Response [200]>"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    " # 步行\n",
    "url = \"https://restapi.amap.com/v3/direction/walking?parameters\"\n",
    "params = {\n",
    "    \"key\":key,\n",
    "    \"origin\":起始点_中大南方,\n",
    "    \"destination\":目的地_广州华广\n",
    "}\n",
    "r = requests.get(url,params)\n",
    "r"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'distance': '68532',\n",
       "  'duration': '54826',\n",
       "  'steps': [{'instruction': '向东步行101米右转',\n",
       "    'orientation': '东',\n",
       "    'road': [],\n",
       "    'distance': '101',\n",
       "    'duration': '81',\n",
       "    'polyline': '113.679592,23.632491;113.680586,23.632522',\n",
       "    'action': '右转',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '向南步行199米向右前方行走',\n",
       "    'orientation': '南',\n",
       "    'road': [],\n",
       "    'distance': '199',\n",
       "    'duration': '159',\n",
       "    'polyline': '113.680586,23.632522;113.680638,23.63214;113.680668,23.63174;113.680634,23.631541;113.68059,23.631437;113.68059,23.631437;113.680499,23.631241;113.680408,23.631094;113.680208,23.630842',\n",
       "    'action': '向右前方行走',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '向西步行159米左转',\n",
       "    'orientation': '西',\n",
       "    'road': [],\n",
       "    'distance': '159',\n",
       "    'duration': '127',\n",
       "    'polyline': '113.680204,23.630838;113.680035,23.630773;113.680035,23.630773;113.679644,23.630638;113.679644,23.630638;113.679362,23.630521;113.679201,23.630473;113.679201,23.630473;113.679032,23.63043;113.679032,23.63043;113.67888,23.630404;113.67888,23.630404;113.678711,23.630365',\n",
       "    'action': '左转',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '向南步行237米左转',\n",
       "    'orientation': '南',\n",
       "    'road': [],\n",
       "    'distance': '237',\n",
       "    'duration': '190',\n",
       "    'polyline': '113.678711,23.63036;113.678711,23.62934;113.678711,23.62934;113.678711,23.629193;113.678689,23.629084;113.678637,23.629023;113.678424,23.628902;113.678368,23.628841;113.678316,23.628724;113.678294,23.628611;113.678294,23.628611;113.678277,23.628372',\n",
       "    'action': '左转',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '向南步行498米向右前方行走',\n",
       "    'orientation': '南',\n",
       "    'road': [],\n",
       "    'distance': '498',\n",
       "    'duration': '398',\n",
       "    'polyline': '113.678273,23.628368;113.678572,23.628338;113.678685,23.628307;113.678685,23.628307;113.678845,23.628234;113.679045,23.628073;113.679158,23.627964;113.679158,23.627964;113.679214,23.627869;113.679236,23.627778;113.67928,23.627526;113.679288,23.627322;113.679288,23.627322;113.679253,23.626853;113.679184,23.626623;113.679141,23.626497;113.679002,23.626259;113.678941,23.626176;113.678711,23.625977;113.67862,23.625864;113.678529,23.62572;113.678438,23.625191;113.678429,23.625056;113.678451,23.624939;113.678572,23.624657',\n",
       "    'action': '向右前方行走',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '向西南步行722米左转',\n",
       "    'orientation': '西南',\n",
       "    'road': [],\n",
       "    'distance': '722',\n",
       "    'duration': '578',\n",
       "    'polyline': '113.678572,23.624653;113.678559,23.62451;113.678416,23.624323;113.678416,23.624323;113.677582,23.623793;113.676532,23.623346;113.676363,23.623255;113.676272,23.623151;113.676111,23.622834;113.676042,23.622739;113.67579,23.622483;113.675499,23.622279;113.675417,23.622174;113.675386,23.622088;113.675378,23.621836;113.675378,23.621836;113.675391,23.62161;113.675434,23.621476;113.675543,23.621359;113.675764,23.621181;113.675846,23.621089;113.675903,23.620994;113.675907,23.620855;113.675877,23.620725;113.675747,23.620547;113.675599,23.620373;113.675243,23.620013',\n",
       "    'action': '左转',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '向东南步行412米向右前方行走',\n",
       "    'orientation': '东南',\n",
       "    'road': [],\n",
       "    'distance': '412',\n",
       "    'duration': '330',\n",
       "    'polyline': '113.675239,23.620009;113.67549,23.620013;113.675642,23.619991;113.675773,23.619948;113.676016,23.619796;113.676901,23.619193;113.677261,23.618785;113.678069,23.61783;113.678069,23.61783;113.678181,23.617656',\n",
       "    'action': '向右前方行走',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿乌土街向南步行1381米右转',\n",
       "    'orientation': '南',\n",
       "    'road': '乌土街',\n",
       "    'distance': '1381',\n",
       "    'duration': '1105',\n",
       "    'polyline': '113.678181,23.617652;113.678095,23.617205;113.678051,23.617075;113.677973,23.616923;113.677743,23.616558;113.677609,23.616289;113.677391,23.615816;113.677339,23.615668;113.67714,23.614826;113.677049,23.614323;113.676927,23.613359;113.676845,23.612786;113.676602,23.611489;113.676415,23.610438;113.676411,23.610265;113.676411,23.610265;113.676489,23.609848;113.676502,23.609622;113.676493,23.609236;113.676415,23.608746;113.676415,23.608485;113.67648,23.60819;113.67661,23.607734;113.676819,23.606736;113.676862,23.606541;113.676914,23.606415;113.677014,23.606254;113.677535,23.605673',\n",
       "    'action': '右转',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿乌土街向西南步行165米直行',\n",
       "    'orientation': '西南',\n",
       "    'road': '乌土街',\n",
       "    'distance': '165',\n",
       "    'duration': '132',\n",
       "    'polyline': '113.677535,23.605668;113.676988,23.605373;113.676402,23.605;113.676163,23.604887',\n",
       "    'action': '直行',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿934县道向西步行118米直行',\n",
       "    'orientation': '西',\n",
       "    'road': '934县道',\n",
       "    'distance': '118',\n",
       "    'duration': '94',\n",
       "    'polyline': '113.676159,23.604883;113.675799,23.604805;113.675508,23.604779;113.675508,23.604779;113.675013,23.60474',\n",
       "    'action': '直行',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿桃园东路向西南步行674米向右前方行走',\n",
       "    'orientation': '西南',\n",
       "    'road': '桃园东路',\n",
       "    'distance': '674',\n",
       "    'duration': '539',\n",
       "    'polyline': '113.675009,23.604735;113.674236,23.604683;113.673893,23.604618;113.673464,23.604492;113.673464,23.604492;113.67168,23.604006;113.671541,23.603958;113.671411,23.603854;113.671068,23.603472;113.670807,23.603264;113.670807,23.603264;113.670525,23.603073;113.6702,23.602904;113.6702,23.602904;113.670022,23.602795;113.670022,23.602795;113.669909,23.602682;113.669818,23.602517;113.669787,23.602413;113.669718,23.601901',\n",
       "    'action': '向右前方行走',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿桃园东路向西南步行247米直行',\n",
       "    'orientation': '西南',\n",
       "    'road': '桃园东路',\n",
       "    'distance': '247',\n",
       "    'duration': '198',\n",
       "    'polyline': '113.669714,23.601897;113.66964,23.601771;113.66964,23.601771;113.669488,23.601558;113.669488,23.601558;113.668789,23.600859;113.668663,23.600768;113.668663,23.600768;113.668442,23.600647;113.667947,23.600417',\n",
       "    'action': '直行',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿桃园西路向西南步行2775米向右前方行走',\n",
       "    'orientation': '西南',\n",
       "    'road': '桃园西路',\n",
       "    'distance': '2775',\n",
       "    'duration': '2220',\n",
       "    'polyline': '113.667943,23.600412;113.667331,23.600139;113.667331,23.600139;113.666224,23.599644;113.665955,23.599505;113.665955,23.599505;113.665781,23.599362;113.665781,23.599362;113.665521,23.599093;113.665521,23.599093;113.665286,23.598824;113.665286,23.598824;113.665256,23.598785;113.665256,23.598785;113.664796,23.598238;113.664796,23.598238;113.664401,23.597622;113.664401,23.597622;113.664071,23.59714;113.663746,23.59678;113.663746,23.59678;113.663477,23.59651;113.663477,23.59651;113.66224,23.595434;113.66224,23.595434;113.661563,23.594848;113.661563,23.594848;113.661311,23.594605;113.66115,23.594414;113.660907,23.594032;113.660907,23.594032;113.660829,23.593889;113.660729,23.593598;113.660547,23.593025;113.660464,23.592804;113.660464,23.592804;113.659931,23.591593;113.659831,23.591393;113.659631,23.59105;113.659631,23.59105;113.659115,23.59023;113.658824,23.589592;113.658824,23.589592;113.658754,23.589405;113.658754,23.589405;113.657817,23.58714;113.657747,23.586936;113.657695,23.586693;113.657548,23.585369;113.657548,23.585369;113.657483,23.585161;113.657326,23.584896;113.657326,23.584896;113.657114,23.58457;113.657062,23.584453;113.65691,23.583924;113.656884,23.583785;113.656879,23.583681;113.656888,23.583572;113.656979,23.58326;113.657066,23.58303;113.657157,23.582852;113.657378,23.582539;113.657431,23.582444;113.65747,23.582344;113.657483,23.582235;113.657483,23.582109;113.657435,23.580777;113.657405,23.580616;113.657405,23.580616;113.657296,23.580308;113.657244,23.580221;113.656723,23.579644;113.656723,23.579644;113.656597,23.579488;113.656411,23.579362',\n",
       "    'action': '向右前方行走',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿石海工业大道向西南步行1838米直行',\n",
       "    'orientation': '西南',\n",
       "    'road': '石海工业大道',\n",
       "    'distance': '1838',\n",
       "    'duration': '1470',\n",
       "    'polyline': '113.656406,23.579358;113.656055,23.57931;113.656055,23.57931;113.655091,23.579089;113.654918,23.579023;113.654566,23.57885;113.654566,23.57885;113.653681,23.578372;113.653681,23.578372;113.653429,23.578247;113.653429,23.578247;113.652713,23.577865;113.652713,23.577865;113.652452,23.577704;113.652001,23.577387;113.652001,23.577387;113.651654,23.577105;113.651654,23.577105;113.651437,23.57694;113.651437,23.57694;113.650681,23.576332;113.650681,23.576332;113.650378,23.576094;113.650378,23.576094;113.649674,23.575534;113.649674,23.575534;113.649583,23.575451;113.649583,23.575451;113.64924,23.575182;113.64924,23.575182;113.647409,23.573754;113.647409,23.573754;113.647279,23.573641;113.646793,23.573155;113.646793,23.573155;113.64661,23.57296;113.64661,23.57296;113.646419,23.572778;113.646419,23.572778;113.646202,23.572565;113.645968,23.57237;113.645252,23.571866;113.645252,23.571866;113.644974,23.571732;113.644974,23.571732;113.644883,23.571706;113.644618,23.571671;113.643967,23.571675;113.643967,23.571675;113.643511,23.57168;113.643511,23.57168;113.64329,23.57168;113.643047,23.571654;113.64293,23.571632;113.642548,23.571502;113.642326,23.571411;113.641979,23.571228;113.641636,23.571003;113.641636,23.571003;113.641437,23.57082',\n",
       "    'action': '直行',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿政通路向西南步行2161米直行',\n",
       "    'orientation': '西南',\n",
       "    'road': '政通路',\n",
       "    'distance': '2161',\n",
       "    'duration': '1729',\n",
       "    'polyline': '113.641432,23.570816;113.641168,23.570525;113.641168,23.570525;113.640964,23.570265;113.640864,23.570156;113.640864,23.570156;113.640651,23.569978;113.640408,23.569822;113.638902,23.569006;113.638902,23.569006;113.638398,23.568746;113.638056,23.568611;113.637695,23.568529;113.637431,23.568507;113.637209,23.568516;113.637209,23.568516;113.636836,23.568576;113.636836,23.568576;113.636484,23.568676;113.636484,23.568676;113.635334,23.569058;113.633754,23.569614;113.633485,23.569674;113.633251,23.569692;113.633251,23.569692;113.633069,23.569688;113.633069,23.569688;113.632778,23.569635;113.632378,23.569492;113.631992,23.569319;113.631853,23.569223;113.631801,23.569158;113.631701,23.568997;113.631441,23.568338;113.631441,23.568338;113.63128,23.567947;113.63128,23.567947;113.63122,23.567834;113.631089,23.567656;113.630946,23.567526;113.630768,23.567387;113.630768,23.567387;113.630456,23.567157;113.630456,23.567157;113.630113,23.566884;113.630113,23.566884;113.629596,23.566458;113.629063,23.565799;113.628359,23.565174;113.62826,23.565026;113.62806,23.564592;113.627665,23.56395;113.627574,23.563815;113.627413,23.56365;113.626576,23.563003;113.626254,23.562804;113.625964,23.562682;113.624987,23.562365',\n",
       "    'action': '直行',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿灌村路向西步行781米左转',\n",
       "    'orientation': '西',\n",
       "    'road': '灌村路',\n",
       "    'distance': '781',\n",
       "    'duration': '625',\n",
       "    'polyline': '113.624983,23.562361;113.624431,23.562183;113.62349,23.56191;113.623216,23.561771;113.623003,23.561593;113.622661,23.561185;113.622049,23.560525;113.621936,23.560421;113.621775,23.560317;113.621515,23.560226;113.620226,23.559926;113.619579,23.559761;113.619427,23.559744;113.619427,23.559744;113.619188,23.559731;113.619188,23.559731;113.618555,23.559796;113.618355,23.559839;113.618251,23.559887',\n",
       "    'action': '左转',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿环市东路向西南步行1582米',\n",
       "    'orientation': '西南',\n",
       "    'road': '环市东路',\n",
       "    'distance': '1582',\n",
       "    'duration': '1266',\n",
       "    'polyline': '113.618247,23.559887;113.617626,23.559271;113.617626,23.559271;113.615755,23.557435;113.615755,23.557435;113.615213,23.556905;113.615213,23.556905;113.614093,23.55579;113.614093,23.55579;113.613832,23.55549;113.613832,23.55549;113.613628,23.555217;113.613628,23.555217;113.613429,23.554926;113.613429,23.554926;113.613138,23.554418;113.612778,23.553516;113.612778,23.553516;113.612756,23.553442;113.612756,23.553442;113.612682,23.553251;113.612682,23.553251;113.612656,23.553181;113.612656,23.553181;113.612344,23.552339;113.612344,23.552339;113.612192,23.551949;113.612192,23.551949;113.61207,23.551658;113.611888,23.551354;113.611606,23.550968;113.611476,23.550812;113.611246,23.550577;113.610551,23.55;113.610551,23.55;113.610065,23.549609;113.610065,23.549609;113.609514,23.549162;113.609514,23.549162;113.609071,23.548746;113.609071,23.548746;113.608971,23.548641',\n",
       "    'action': [],\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿环市东路向南步行1714米向左前方行走',\n",
       "    'orientation': '南',\n",
       "    'road': '环市东路',\n",
       "    'distance': '1714',\n",
       "    'duration': '1371',\n",
       "    'polyline': '113.608967,23.548637;113.608707,23.548247;113.608537,23.547921;113.608537,23.547921;113.608416,23.547526;113.608364,23.547266;113.608364,23.547266;113.608333,23.54697;113.608333,23.54697;113.608264,23.546155;113.608264,23.546155;113.608225,23.545664;113.608216,23.545061;113.608273,23.544501;113.608333,23.54418;113.608333,23.54418;113.608359,23.544054;113.608359,23.544054;113.60849,23.54342;113.60849,23.54342;113.608533,23.543199;113.608533,23.543199;113.608906,23.541484;113.608906,23.541484;113.609097,23.540564;113.609097,23.540564;113.609297,23.539661;113.609297,23.539661;113.609497,23.538685;113.609557,23.538307;113.609557,23.538307;113.609601,23.537635;113.609601,23.537635;113.609601,23.537166;113.609553,23.536536;113.609553,23.536536;113.609453,23.535916;113.60928,23.535252;113.608872,23.534223;113.608872,23.534223;113.608841,23.534154;113.608841,23.534154;113.608967,23.533963;113.608967,23.533963;113.608976,23.533954;113.608919,23.533928;113.608919,23.533928;113.60878,23.533819;113.608689,23.533641;113.60862,23.533598',\n",
       "    'action': '向左前方行走',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿环市东路向西南步行946米左转',\n",
       "    'orientation': '西南',\n",
       "    'road': '环市东路',\n",
       "    'distance': '946',\n",
       "    'duration': '757',\n",
       "    'polyline': '113.608615,23.533594;113.608507,23.533312;113.608507,23.533312;113.608203,23.532552;113.608203,23.532552;113.608155,23.532444;113.608155,23.532444;113.608112,23.532348;113.608112,23.532348;113.607804,23.531576;113.607804,23.531576;113.607487,23.530794;113.607487,23.530794;113.60737,23.530508;113.60737,23.530508;113.607027,23.529718;113.607027,23.529718;113.606975,23.529614;113.606975,23.529614;113.606884,23.529462;113.606662,23.529145;113.606662,23.529145;113.606432,23.528893;113.606432,23.528893;113.605851,23.528368;113.605851,23.528368;113.605095,23.527756;113.605095,23.527756;113.604783,23.527496;113.604783,23.527496;113.604622,23.527361;113.604622,23.527361;113.603893,23.526758;113.603893,23.526758;113.603672,23.526554',\n",
       "    'action': '左转',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '向东南步行24米右转',\n",
       "    'orientation': '东南',\n",
       "    'road': [],\n",
       "    'distance': '24',\n",
       "    'duration': '19',\n",
       "    'polyline': '113.603668,23.526549;113.603832,23.526398',\n",
       "    'action': '右转',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '向西南步行126米右转',\n",
       "    'orientation': '西南',\n",
       "    'road': [],\n",
       "    'distance': '126',\n",
       "    'duration': '101',\n",
       "    'polyline': '113.603832,23.526393;113.603303,23.525877;113.603303,23.525877;113.603012,23.525538',\n",
       "    'action': '右转',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿罗沙路向西北步行22米左转',\n",
       "    'orientation': '西北',\n",
       "    'road': '罗沙路',\n",
       "    'distance': '22',\n",
       "    'duration': '18',\n",
       "    'polyline': '113.603008,23.525534;113.60283,23.525638',\n",
       "    'action': '左转',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿环市东路向西南步行101米直行',\n",
       "    'orientation': '西南',\n",
       "    'road': '环市东路',\n",
       "    'distance': '101',\n",
       "    'duration': '81',\n",
       "    'polyline': '113.602826,23.525638;113.602383,23.525039;113.602383,23.525039;113.602257,23.524878',\n",
       "    'action': '直行',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿广从公路向西南步行8192米直行',\n",
       "    'orientation': '西南',\n",
       "    'road': '广从公路',\n",
       "    'distance': '8192',\n",
       "    'duration': '6554',\n",
       "    'polyline': '113.602253,23.524874;113.601923,23.524431;113.601923,23.524431;113.601589,23.523976;113.601437,23.523806;113.601437,23.523806;113.601289,23.523633;113.601289,23.523633;113.601068,23.523433;113.601068,23.523433;113.600755,23.523212;113.600634,23.523142;113.600373,23.523016;113.600373,23.523016;113.600091,23.522921;113.599648,23.522826;113.599648,23.522826;113.599123,23.522773;113.599123,23.522773;113.598711,23.522739;113.598711,23.522739;113.597391,23.52263;113.597391,23.52263;113.596467,23.522561;113.596467,23.522561;113.595842,23.522513;113.595842,23.522513;113.595486,23.522487;113.595486,23.522487;113.595195,23.522465;113.595195,23.522465;113.594965,23.522444;113.594965,23.522444;113.594523,23.522413;113.594523,23.522413;113.593707,23.522348;113.593707,23.522348;113.59293,23.522287;113.59293,23.522287;113.591884,23.522196;113.591884,23.522196;113.591793,23.522192;113.591793,23.522192;113.591684,23.522179;113.591684,23.522179;113.591454,23.522166;113.591454,23.522166;113.590907,23.522105;113.590356,23.522023;113.590356,23.522023;113.589878,23.521914;113.58931,23.521732;113.58931,23.521732;113.589175,23.521688;113.588572,23.521437;113.587986,23.521128;113.587604,23.520903;113.587205,23.520625;113.586536,23.520095;113.586536,23.520095;113.585755,23.519453;113.585755,23.519453;113.584766,23.518637;113.584766,23.518637;113.584536,23.518446;113.584536,23.518446;113.583047,23.517231;113.583047,23.517231;113.582088,23.516432;113.582088,23.516432;113.581766,23.516168;113.581766,23.516168;113.581315,23.515794;113.581315,23.515794;113.580499,23.515126;113.580499,23.515126;113.579957,23.514709;113.579957,23.514709;113.579683,23.51454;113.579683,23.51454;113.579158,23.514258;113.578607,23.514028;113.578607,23.514028;113.577057,23.513485;113.577057,23.513485;113.576762,23.513377;113.576762,23.513377;113.576076,23.513138;113.576076,23.513138;113.575703,23.513003;113.575104,23.512765;113.574488,23.512491;113.574488,23.512491;113.574023,23.512261;113.574023,23.512261;113.573307,23.511862;113.572643,23.511445;113.572174,23.51112;113.571701,23.510738;113.571055,23.510178;113.571055,23.510178;113.570885,23.510017;113.570421,23.509484;113.570095,23.508967;113.570095,23.508967;113.569696,23.508307;113.569696,23.508307;113.569566,23.508095;113.569566,23.508095;113.569444,23.507895;113.569444,23.507895;113.569141,23.507396;113.569141,23.507396;113.56885,23.506931;113.56885,23.506931;113.568598,23.506523;113.568598,23.506523;113.568394,23.506181;113.568394,23.506181;113.567964,23.505495;113.567964,23.505495;113.567639,23.50503;113.567639,23.50503;113.567439,23.5048;113.567209,23.504575;113.567209,23.504575;113.566966,23.504353;113.566966,23.504353;113.566714,23.504158;113.566506,23.50401;113.566042,23.50375;113.566042,23.50375;113.565516,23.503516;113.564492,23.503125;113.564492,23.503125;113.562405,23.502322;113.562405,23.502322;113.560747,23.501693;113.560747,23.501693;113.560082,23.501441;113.560082,23.501441;113.559457,23.501207;113.559457,23.501207;113.559145,23.501085;113.559145,23.501085;113.558277,23.500725;113.558277,23.500725;113.557865,23.500556;113.557865,23.500556;113.557305,23.500299;113.556897,23.500048;113.556519,23.499792;113.55556,23.498984;113.55556,23.498984;113.555291,23.498776;113.555291,23.498776;113.554965,23.498529;113.554965,23.498529;113.554514,23.498234;113.554514,23.498234;113.554193,23.498047;113.554193,23.498047;113.553811,23.49783;113.553811,23.49783;113.552912,23.497357;113.552912,23.497357;113.550434,23.496016;113.550434,23.496016;113.549457,23.495477;113.549457,23.495477;113.548867,23.495161;113.548867,23.495161;113.548715,23.495074;113.548715,23.495074;113.547535,23.494431;113.546953,23.494062;113.546602,23.493819;113.546137,23.493459;113.546137,23.493459;113.546059,23.493407;113.546059,23.493407;113.545755,23.493225;113.545755,23.493225;113.545734,23.493207;113.545734,23.493207;113.545082,23.492834;113.545082,23.492834;113.544796,23.492661;113.544444,23.492418;113.544444,23.492418;113.543802,23.492005;113.543802,23.492005;113.542956,23.491419;113.542148,23.490924;113.541706,23.490725;113.541345,23.490599;113.541345,23.490599;113.541293,23.490586;113.541293,23.490586;113.540451,23.490382;113.540451,23.490382;113.536523,23.489384;113.536523,23.489384;113.536141,23.489293;113.536141,23.489293;113.535516,23.489141;113.535516,23.489141;113.535313,23.489084;113.535313,23.489084;113.535052,23.489015;113.534679,23.488885',\n",
       "    'action': '直行',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿广从北路向西南步行346米向左前方行走',\n",
       "    'orientation': '西南',\n",
       "    'road': '广从北路',\n",
       "    'distance': '346',\n",
       "    'duration': '277',\n",
       "    'polyline': '113.534674,23.48888;113.534054,23.488672;113.533715,23.488524;113.533715,23.488524;113.533212,23.488294;113.533212,23.488294;113.5327,23.487977;113.5327,23.487977;113.532292,23.487687;113.531771,23.487292',\n",
       "    'action': '向左前方行走',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿广从北路辅路向西南步行366米直行',\n",
       "    'orientation': '西南',\n",
       "    'road': '广从北路辅路',\n",
       "    'distance': '366',\n",
       "    'duration': '293',\n",
       "    'polyline': '113.531766,23.487287;113.531649,23.487092;113.531146,23.486519;113.531146,23.486519;113.531037,23.486393;113.531037,23.486393;113.530373,23.485595;113.530373,23.485595;113.529857,23.484926;113.529857,23.484926;113.529674,23.484701;113.529674,23.484701;113.529614,23.484618',\n",
       "    'action': '直行',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿广从南路辅路向西南步行351米直行',\n",
       "    'orientation': '西南',\n",
       "    'road': '广从南路辅路',\n",
       "    'distance': '351',\n",
       "    'duration': '281',\n",
       "    'polyline': '113.529609,23.484614;113.529353,23.484288;113.529353,23.484288;113.528668,23.483407;113.528668,23.483407;113.528194,23.482778;113.528194,23.482778;113.527834,23.482339;113.527834,23.482339;113.527752,23.482227;113.527513,23.482105',\n",
       "    'action': '直行',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿广从南路向西南步行1160米向左前方行走',\n",
       "    'orientation': '西南',\n",
       "    'road': '广从南路',\n",
       "    'distance': '1160',\n",
       "    'duration': '928',\n",
       "    'polyline': '113.527509,23.482101;113.526997,23.481445;113.526997,23.481445;113.526354,23.480629;113.526354,23.480629;113.52599,23.480182;113.52599,23.480182;113.525972,23.480161;113.525972,23.480161;113.525104,23.479015;113.524887,23.478772;113.52454,23.478446;113.52434,23.47829;113.52434,23.47829;113.524149,23.478155;113.524149,23.478155;113.524041,23.47809;113.522578,23.477283;113.522578,23.477283;113.521866,23.476879;113.52128,23.476567;113.52128,23.476567;113.520707,23.476254;113.520707,23.476254;113.520464,23.476128;113.520464,23.476128;113.5199,23.475842;113.5199,23.475842;113.519839,23.475812;113.519839,23.475812;113.519648,23.475729;113.519175,23.47559;113.519175,23.47559;113.518954,23.475525',\n",
       "    'action': '向左前方行走',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿广从南路辅路向西步行750米直行',\n",
       "    'orientation': '西',\n",
       "    'road': '广从南路辅路',\n",
       "    'distance': '750',\n",
       "    'duration': '600',\n",
       "    'polyline': '113.51895,23.475521;113.518754,23.475352;113.518051,23.475117;113.518051,23.475117;113.517435,23.474913;113.517435,23.474913;113.51661,23.474653;113.51661,23.474653;113.515846,23.474423;113.515846,23.474423;113.515673,23.474375;113.515673,23.474375;113.515543,23.474336;113.515543,23.474336;113.515161,23.474219;113.515161,23.474219;113.515117,23.474201;113.515117,23.474201;113.513889,23.473824;113.513889,23.473824;113.513707,23.473772;113.513707,23.473772;113.512292,23.473338;113.512005,23.473346',\n",
       "    'action': '直行',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿广从南路向西南步行1044米右转',\n",
       "    'orientation': '西南',\n",
       "    'road': '广从南路',\n",
       "    'distance': '1044',\n",
       "    'duration': '835',\n",
       "    'polyline': '113.512001,23.473346;113.511576,23.473225;113.511576,23.473225;113.511363,23.473155;113.511363,23.473155;113.510942,23.473025;113.510942,23.473025;113.509922,23.472704;113.508637,23.472205;113.507973,23.471888;113.506871,23.471319;113.506871,23.471319;113.505334,23.470521;113.505334,23.470521;113.504909,23.470295;113.504909,23.470295;113.503589,23.469618;113.503589,23.469618;113.502817,23.46921',\n",
       "    'action': '右转',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿夏湾拿大道向北步行12米左转',\n",
       "    'orientation': '北',\n",
       "    'road': '夏湾拿大道',\n",
       "    'distance': '12',\n",
       "    'duration': '10',\n",
       "    'polyline': '113.502813,23.469206;113.502773,23.46931',\n",
       "    'action': '左转',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿广从南路向西南步行2085米直行',\n",
       "    'orientation': '西南',\n",
       "    'road': '广从南路',\n",
       "    'distance': '2085',\n",
       "    'duration': '1668',\n",
       "    'polyline': '113.502769,23.46931;113.501849,23.468832;113.501849,23.468832;113.501076,23.468424;113.500851,23.46829;113.500421,23.467995;113.50013,23.467747;113.50013,23.467747;113.499813,23.467413;113.499544,23.467096;113.499544,23.467096;113.499332,23.46678;113.499093,23.466341;113.499093,23.466341;113.498477,23.465052;113.498477,23.465052;113.498437,23.46497;113.498437,23.46497;113.497543,23.463077;113.497543,23.463077;113.496723,23.461376;113.496554,23.461068;113.496293,23.46069;113.496293,23.46069;113.496159,23.460495;113.496159,23.460495;113.496029,23.460334;113.496029,23.460334;113.495243,23.459384;113.495243,23.459384;113.494883,23.458963;113.494883,23.458963;113.494362,23.458346;113.494362,23.458346;113.49411,23.458034;113.49411,23.458034;113.494019,23.457917;113.494019,23.457917;113.493715,23.457496;113.493715,23.457496;113.493555,23.457257;113.493555,23.457257;113.493411,23.457027;113.493411,23.457027;113.493203,23.456654;113.493008,23.456259;113.492695,23.455512;113.492496,23.454891;113.492188,23.453681',\n",
       "    'action': '直行',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿广从南路辅路向南步行1228米向左前方行走',\n",
       "    'orientation': '南',\n",
       "    'road': '广从南路辅路',\n",
       "    'distance': '1228',\n",
       "    'duration': '982',\n",
       "    'polyline': '113.492188,23.453676;113.492083,23.453555;113.491923,23.452882;113.491862,23.452591;113.491862,23.452591;113.491762,23.452144;113.491762,23.452144;113.49174,23.452036;113.49174,23.452036;113.491593,23.451398;113.491593,23.451398;113.491489,23.450955;113.491489,23.450955;113.491328,23.450256;113.491328,23.450256;113.491298,23.450126;113.491298,23.450126;113.491146,23.449401;113.491146,23.449401;113.490747,23.447574;113.490747,23.447574;113.490664,23.447196;113.490664,23.447196;113.490634,23.447049;113.490634,23.447049;113.490495,23.446497;113.490495,23.446497;113.490443,23.446233;113.490443,23.446233;113.490404,23.446094;113.490404,23.446094;113.490152,23.444961;113.490152,23.444961;113.489931,23.443876;113.489931,23.443876;113.489757,23.443073;113.489757,23.443073;113.489688,23.442773',\n",
       "    'action': '向左前方行走',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿广从南路辅路向南步行19米向右前方行走',\n",
       "    'orientation': '南',\n",
       "    'road': '广从南路辅路',\n",
       "    'distance': '19',\n",
       "    'duration': '15',\n",
       "    'polyline': '113.489683,23.442769;113.489735,23.4426',\n",
       "    'action': '向右前方行走',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿广从南路向西南步行1230米向右前方行走',\n",
       "    'orientation': '西南',\n",
       "    'road': '广从南路',\n",
       "    'distance': '1230',\n",
       "    'duration': '984',\n",
       "    'polyline': '113.489735,23.442595;113.489579,23.441823;113.489579,23.441823;113.489475,23.441367;113.489475,23.441367;113.489236,23.440299;113.489236,23.440299;113.489093,23.4398;113.488893,23.439301;113.488893,23.439301;113.488741,23.438967;113.488451,23.438442;113.488095,23.437943;113.487765,23.437556;113.487765,23.437556;113.487496,23.437279;113.487496,23.437279;113.48701,23.436819;113.48701,23.436819;113.486016,23.435851;113.486016,23.435851;113.485729,23.435582;113.485729,23.435582;113.485499,23.435373;113.485499,23.435373;113.485417,23.435282;113.485417,23.435282;113.485148,23.43503;113.485148,23.43503;113.484032,23.434019;113.484032,23.434019;113.483806,23.433815;113.483806,23.433815;113.483537,23.433589;113.483537,23.433589;113.483446,23.433516;113.483446,23.433516;113.483398,23.433481',\n",
       "    'action': '向右前方行走',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿广从南路辅路向西南步行485米右转',\n",
       "    'orientation': '西南',\n",
       "    'road': '广从南路辅路',\n",
       "    'distance': '485',\n",
       "    'duration': '388',\n",
       "    'polyline': '113.483398,23.433477;113.483112,23.433351;113.483112,23.433351;113.482921,23.433255;113.482639,23.433051;113.482639,23.433051;113.482109,23.432613;113.482109,23.432613;113.481463,23.432057;113.481463,23.432057;113.481363,23.431979;113.481363,23.431979;113.480686,23.431367;113.480686,23.431367;113.480564,23.431211;113.480564,23.431211;113.480434,23.431059;113.480434,23.431059;113.480317,23.430916;113.480317,23.430916;113.480052,23.430538;113.480052,23.430538;113.48,23.430456',\n",
       "    'action': '右转',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿太平西路向西步行566米直行',\n",
       "    'orientation': '西',\n",
       "    'road': '太平西路',\n",
       "    'distance': '566',\n",
       "    'duration': '453',\n",
       "    'polyline': '113.479996,23.430451;113.479683,23.430534;113.479683,23.430534;113.478837,23.430734;113.478837,23.430734;113.476914,23.431207;113.476914,23.431207;113.476658,23.431267;113.476658,23.431267;113.47661,23.431276;113.47661,23.431276;113.476406,23.431324;113.476406,23.431324;113.476115,23.431393;113.476115,23.431393;113.475543,23.431532;113.475543,23.431532;113.474766,23.431727;113.474766,23.431727;113.474609,23.431762',\n",
       "    'action': '直行',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿花都大道向西步行4529米直行',\n",
       "    'orientation': '西',\n",
       "    'road': '花都大道',\n",
       "    'distance': '4529',\n",
       "    'duration': '3623',\n",
       "    'polyline': '113.474609,23.431762;113.473568,23.432023;113.473568,23.432023;113.473038,23.432131;113.473038,23.432131;113.472843,23.432157;113.472843,23.432157;113.472721,23.432174;113.472721,23.432174;113.471901,23.432222;113.471241,23.432222;113.471241,23.432222;113.471194,23.432214;113.471194,23.432214;113.470712,23.432166;113.470004,23.432049;113.470004,23.432049;113.468594,23.431806;113.468003,23.431732;113.468003,23.431732;113.467205,23.431662;113.464909,23.431502;113.464909,23.431502;113.464449,23.431471;113.464449,23.431471;113.463464,23.431393;113.463464,23.431393;113.462635,23.431341;113.462635,23.431341;113.461749,23.431276;113.461749,23.431276;113.460017,23.431146;113.460017,23.431146;113.459232,23.431076;113.459232,23.431076;113.458247,23.430977;113.458247,23.430977;113.457882,23.430933;113.457882,23.430933;113.457756,23.43092;113.457756,23.43092;113.457682,23.430911;113.457682,23.430911;113.456845,23.430816;113.456845,23.430816;113.456332,23.430747;113.456332,23.430747;113.455929,23.430699;113.455929,23.430699;113.455842,23.430686;113.455842,23.430686;113.45549,23.430642;113.45549,23.430642;113.455135,23.430595;113.455135,23.430595;113.453142,23.430352;113.453142,23.430352;113.452721,23.430299;113.452721,23.430299;113.449731,23.429931;113.449731,23.429931;113.448312,23.429748;113.448312,23.429748;113.446576,23.429531;113.446576,23.429531;113.446367,23.429505;113.446367,23.429505;113.442964,23.42908;113.442964,23.42908;113.441979,23.428958;113.441979,23.428958;113.438563,23.428529;113.438563,23.428529;113.436493,23.428273;113.436493,23.428273;113.435295,23.428112;113.435295,23.428112;113.435243,23.428099;113.435243,23.428099;113.434635,23.428016;113.434635,23.428016;113.434609,23.428008;113.434609,23.428008;113.433832,23.427895;113.433832,23.427895;113.433307,23.427817;113.433307,23.427817;113.432804,23.42773;113.432804,23.42773;113.432717,23.427713;113.432717,23.427713;113.431267,23.427478;113.431267,23.427478;113.430851,23.427413;113.430851,23.427413;113.430512,23.427357',\n",
       "    'action': '直行',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿花都大道东向西步行87米直行',\n",
       "    'orientation': '西',\n",
       "    'road': '花都大道东',\n",
       "    'distance': '87',\n",
       "    'duration': '70',\n",
       "    'polyline': '113.430508,23.427352;113.429757,23.427244;113.429757,23.427244;113.429657,23.427227',\n",
       "    'action': '直行',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿花都大道向西步行8044米向右前方行走',\n",
       "    'orientation': '西',\n",
       "    'road': '花都大道',\n",
       "    'distance': '8044',\n",
       "    'duration': '6435',\n",
       "    'polyline': '113.429653,23.427222;113.429154,23.427144;113.429154,23.427144;113.428911,23.427105;113.428911,23.427105;113.428116,23.426979;113.428116,23.426979;113.428043,23.426966;113.428043,23.426966;113.427904,23.426949;113.427904,23.426949;113.427218,23.426836;113.427218,23.426836;113.426918,23.426788;113.426918,23.426788;113.426241,23.42668;113.426241,23.42668;113.425378,23.426554;113.425378,23.426554;113.424653,23.426445;113.424653,23.426445;113.42431,23.426389;113.42431,23.426389;113.424084,23.42635;113.424084,23.42635;113.423108,23.426207;113.423108,23.426207;113.422244,23.426072;113.422244,23.426072;113.422196,23.426068;113.422196,23.426068;113.422096,23.426046;113.422096,23.426046;113.421871,23.426007;113.421871,23.426007;113.421419,23.425942;113.421419,23.425942;113.420803,23.425838;113.420803,23.425838;113.420404,23.425773;113.420404,23.425773;113.419748,23.425664;113.419748,23.425664;113.419253,23.42559;113.419253,23.42559;113.419093,23.425564;113.419093,23.425564;113.418885,23.42553;113.418885,23.42553;113.418437,23.425469;113.418437,23.425469;113.418225,23.425438;113.418225,23.425438;113.41753,23.425417;113.417109,23.425447;113.416901,23.425473;113.416901,23.425473;113.416302,23.425603;113.416024,23.425686;113.415729,23.425794;113.415156,23.426059;113.414857,23.426237;113.414857,23.426237;113.414501,23.426493;113.41418,23.426758;113.41418,23.426758;113.414132,23.426793;113.414132,23.426793;113.413364,23.4275;113.413364,23.4275;113.413303,23.427565;113.413303,23.427565;113.412049,23.428767;113.411814,23.428976;113.41128,23.429392;113.41128,23.429392;113.410677,23.429757;113.410486,23.429865;113.410265,23.429952;113.40977,23.430117;113.409549,23.430182;113.409084,23.430278;113.408954,23.430295;113.408954,23.430295;113.40855,23.430339;113.407938,23.430339;113.407938,23.430339;113.407465,23.430299;113.406975,23.430195;113.406701,23.430117;113.406701,23.430117;113.40638,23.43;113.406085,23.42987;113.406085,23.42987;113.40523,23.429449;113.4025,23.427826;113.4025,23.427826;113.401866,23.427461;113.401866,23.427461;113.400668,23.426788;113.400668,23.426788;113.400391,23.426632;113.400043,23.426458;113.400043,23.426458;113.399957,23.426419;113.399957,23.426419;113.399731,23.426328;113.399071,23.426098;113.397148,23.425508;113.397148,23.425508;113.395265,23.424926;113.395265,23.424926;113.393008,23.424232;113.393008,23.424232;113.391007,23.423624;113.391007,23.423624;113.390534,23.423503;113.390139,23.423437;113.390139,23.423437;113.390017,23.42342;113.390017,23.42342;113.389965,23.423416;113.389965,23.423416;113.389271,23.423359;113.389271,23.423359;113.388802,23.423338;113.387422,23.423329;113.386645,23.423299;113.386476,23.423281;113.38612,23.423216;113.385477,23.423025;113.385477,23.423025;113.385217,23.422938;113.384861,23.422791;113.384106,23.422413;113.382509,23.421345;113.382196,23.421159;113.382005,23.421063;113.382005,23.421063;113.381541,23.420855;113.381541,23.420855;113.381081,23.420694;113.380534,23.420551;113.380534,23.420551;113.380473,23.420543;113.380473,23.420543;113.379931,23.42046;113.379306,23.420417;113.379306,23.420417;113.379284,23.420417;113.379284,23.420417;113.37809,23.420365;113.37809,23.420365;113.376827,23.420313;113.376827,23.420313;113.375994,23.42023;113.375994,23.42023;113.375942,23.420226;113.375942,23.420226;113.375734,23.4202;113.375734,23.4202;113.37523,23.420109;113.37523,23.420109;113.374622,23.419957;113.374622,23.419957;113.374484,23.419922;113.374484,23.419922;113.373368,23.419627;113.372713,23.419475;113.372713,23.419475;113.372543,23.419436;113.372543,23.419436;113.372118,23.419358;113.371241,23.419236;113.371241,23.419236;113.370859,23.419197;113.370859,23.419197;113.370812,23.419197;113.370812,23.419197;113.370707,23.419184;113.370707,23.419184;113.370165,23.419154;113.369462,23.419136;113.369462,23.419136;113.369236,23.419136;113.369236,23.419136;113.368828,23.419149;113.368828,23.419149;113.367786,23.419223;113.367786,23.419223;113.367617,23.41924;113.367617,23.41924;113.366914,23.419319;113.366914,23.419319;113.36684,23.419332;113.36684,23.419332;113.364375,23.419609;113.364375,23.419609;113.362322,23.419839;113.361489,23.419883;113.361489,23.419883;113.361085,23.419891;113.361085,23.419891;113.359848,23.419909;113.359848,23.419909;113.359102,23.419909;113.359102,23.419909;113.357326,23.419926;113.356745,23.41997;113.356745,23.41997;113.356332,23.420017;113.35592,23.420082;113.35592,23.420082;113.355503,23.420174;113.355503,23.420174;113.355182,23.420243',\n",
       "    'action': '向右前方行走',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '步行9米左转',\n",
       "    'orientation': [],\n",
       "    'road': [],\n",
       "    'distance': '9',\n",
       "    'duration': '7',\n",
       "    'polyline': '113.355178,23.420243;113.355191,23.420321',\n",
       "    'action': '左转',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '1'},\n",
       "   {'instruction': '沿花都大道向西步行722米',\n",
       "    'orientation': '西',\n",
       "    'road': '花都大道',\n",
       "    'distance': '722',\n",
       "    'duration': '578',\n",
       "    'polyline': '113.355191,23.420321;113.354844,23.420399;113.354844,23.420399;113.353876,23.420603;113.353876,23.420603;113.351849,23.421037;113.351849,23.421037;113.351159,23.421176;113.351159,23.421176;113.350833,23.421246;113.350833,23.421246;113.350747,23.421263;113.350747,23.421263;113.35026,23.421376;113.349839,23.42151;113.349839,23.42151;113.349575,23.421593;113.349575,23.421593;113.348741,23.422196;113.348537,23.422331',\n",
       "    'action': [],\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿花都大道向西北步行1248米',\n",
       "    'orientation': '西北',\n",
       "    'road': '花都大道',\n",
       "    'distance': '1248',\n",
       "    'duration': '998',\n",
       "    'polyline': '113.348533,23.422331;113.347452,23.423212;113.345399,23.424983;113.344727,23.425603;113.344727,23.425603;113.344089,23.426198;113.343776,23.426454;113.343247,23.426923;113.343247,23.426923;113.342843,23.427244;113.342843,23.427244;113.342257,23.427747;113.342257,23.427747;113.341845,23.428095;113.341845,23.428095;113.341602,23.428303;113.341602,23.428303;113.341081,23.428759;113.341081,23.428759;113.340286,23.429449;113.340286,23.429449;113.339761,23.429865;113.339562,23.430043',\n",
       "    'action': [],\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿花都大道辅路向西北步行797米直行',\n",
       "    'orientation': '西北',\n",
       "    'road': '花都大道辅路',\n",
       "    'distance': '797',\n",
       "    'duration': '638',\n",
       "    'polyline': '113.339557,23.430043;113.339518,23.430161;113.339227,23.430408;113.339227,23.430408;113.339023,23.43059;113.339023,23.43059;113.338785,23.43079;113.338785,23.43079;113.33822,23.431289;113.33822,23.431289;113.337396,23.432001;113.337396,23.432001;113.337135,23.432248;113.337135,23.432248;113.33697,23.432405;113.33697,23.432405;113.336823,23.432535;113.336823,23.432535;113.336632,23.4327;113.336632,23.4327;113.3351,23.434019;113.334193,23.434731;113.33395,23.434913;113.33385,23.434948',\n",
       "    'action': '直行',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿花都大道向西步行1270米',\n",
       "    'orientation': '西',\n",
       "    'road': '花都大道',\n",
       "    'distance': '1270',\n",
       "    'duration': '1016',\n",
       "    'polyline': '113.333845,23.434948;113.332964,23.435512;113.3325,23.435764;113.3325,23.435764;113.332188,23.435911;113.332188,23.435911;113.331727,23.436107;113.331727,23.436107;113.331497,23.436185;113.331497,23.436185;113.331224,23.436276;113.331224,23.436276;113.330647,23.436432;113.329996,23.436567;113.329996,23.436567;113.329392,23.436623;113.329392,23.436623;113.329141,23.436632;113.329141,23.436632;113.328898,23.436641;113.328898,23.436641;113.328633,23.436641;113.328633,23.436641;113.328424,23.436649;113.328424,23.436649;113.32809,23.436649;113.32809,23.436649;113.327873,23.436654;113.327873,23.436654;113.326237,23.436667;113.326237,23.436667;113.325456,23.43668;113.325456,23.43668;113.324479,23.436684;113.324154,23.436706;113.323845,23.436749;113.323589,23.436806;113.323589,23.436806;113.323503,23.436823;113.323277,23.436823;113.323121,23.43681;113.323121,23.43681;113.323008,23.436784;113.323008,23.436784;113.322556,23.436706;113.322556,23.436706;113.32178,23.436706',\n",
       "    'action': [],\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿花都大道辅路向西步行1532米直行',\n",
       "    'orientation': '西',\n",
       "    'road': '花都大道辅路',\n",
       "    'distance': '1532',\n",
       "    'duration': '1226',\n",
       "    'polyline': '113.321775,23.436706;113.321437,23.43674;113.320673,23.43668;113.320673,23.43668;113.32013,23.436654;113.32013,23.436654;113.319536,23.436619;113.319536,23.436619;113.319375,23.436615;113.319375,23.436615;113.319345,23.436615;113.319345,23.436615;113.319162,23.436606;113.319162,23.436606;113.318234,23.436589;113.318234,23.436589;113.317409,23.436589;113.317409,23.436589;113.31717,23.436593;113.31717,23.436593;113.316879,23.436623;113.316879,23.436623;113.316241,23.436693;113.316241,23.436693;113.315425,23.436788;113.315425,23.436788;113.315117,23.436797;113.315117,23.436797;113.31441,23.436801;113.31441,23.436801;113.312439,23.436793;113.312439,23.436793;113.311372,23.436745;113.311372,23.436745;113.310673,23.43668;113.310673,23.43668;113.310009,23.436606;113.310009,23.436606;113.308702,23.436484;113.308702,23.436484;113.307474,23.436376;113.307474,23.436376;113.306727,23.436319',\n",
       "    'action': '直行',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿花都大道向西步行2186米向左前方行走',\n",
       "    'orientation': '西',\n",
       "    'road': '花都大道',\n",
       "    'distance': '2186',\n",
       "    'duration': '1749',\n",
       "    'polyline': '113.306723,23.436315;113.306224,23.436263;113.306224,23.436263;113.305543,23.436185;113.305543,23.436185;113.305195,23.436141;113.305195,23.436141;113.304722,23.436094;113.304722,23.436094;113.302925,23.435907;113.302925,23.435907;113.300881,23.435729;113.300881,23.435729;113.299631,23.435668;113.298724,23.43566;113.297478,23.435699;113.297478,23.435699;113.29694,23.435734;113.29694,23.435734;113.296753,23.435747;113.296753,23.435747;113.296458,23.435773;113.296458,23.435773;113.296367,23.435777;113.296367,23.435777;113.295907,23.43582;113.295907,23.43582;113.295391,23.435859;113.295391,23.435859;113.294831,23.435907;113.294831,23.435907;113.29388,23.435994;113.29388,23.435994;113.292292,23.43612;113.292292,23.43612;113.291415,23.436185;113.291415,23.436185;113.290942,23.436202;113.290942,23.436202;113.290347,23.436202;113.290347,23.436202;113.289605,23.436202;113.289605,23.436202;113.289002,23.436189;113.289002,23.436189;113.288585,23.436172;113.288585,23.436172;113.288103,23.436055;113.287873,23.436024;113.287648,23.436007;113.287491,23.436007;113.287196,23.43605;113.287018,23.436055;113.286159,23.435981;113.286159,23.435981;113.285768,23.435916;113.285768,23.435916;113.285317,23.435851',\n",
       "    'action': '向左前方行走',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '步行9米右转',\n",
       "    'orientation': [],\n",
       "    'road': [],\n",
       "    'distance': '9',\n",
       "    'duration': '7',\n",
       "    'polyline': '113.285313,23.435846;113.285313,23.435768',\n",
       "    'action': '右转',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '1'},\n",
       "   {'instruction': '沿花都大道向西步行570米',\n",
       "    'orientation': '西',\n",
       "    'road': '花都大道',\n",
       "    'distance': '570',\n",
       "    'duration': '456',\n",
       "    'polyline': '113.285313,23.435764;113.28181,23.435234;113.28181,23.435234;113.279805,23.434935',\n",
       "    'action': [],\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '向西南步行1749米向右前方行走',\n",
       "    'orientation': '西南',\n",
       "    'road': [],\n",
       "    'distance': '1749',\n",
       "    'duration': '1399',\n",
       "    'polyline': '113.2798,23.434931;113.277331,23.434601;113.27592,23.434371;113.272852,23.433898;113.272036,23.433728;113.271328,23.433555;113.270859,23.433407;113.270395,23.433207;113.27003,23.433021;113.269748,23.432843;113.26947,23.432643;113.268963,23.432248;113.268963,23.432248;113.268299,23.431359;113.268299,23.431359;113.267778,23.430642;113.267778,23.430642;113.267361,23.430074;113.267361,23.430074;113.266602,23.429032;113.266602,23.429032;113.266437,23.428815;113.266437,23.428815;113.266194,23.428472;113.266194,23.428472;113.265872,23.428025;113.265872,23.428025;113.265755,23.427839',\n",
       "    'action': '向右前方行走',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿花都大道向西步行1326米向左前方行走',\n",
       "    'orientation': '西',\n",
       "    'road': '花都大道',\n",
       "    'distance': '1326',\n",
       "    'duration': '1061',\n",
       "    'polyline': '113.265751,23.427834;113.265221,23.427391;113.264757,23.42707;113.264484,23.426927;113.264171,23.426788;113.263681,23.426632;113.26339,23.426571;113.263003,23.42651;113.262591,23.426471;113.262292,23.426458;113.261515,23.426458;113.260087,23.426497;113.260087,23.426497;113.259479,23.426541;113.259479,23.426541;113.259201,23.426549;113.259201,23.426549;113.256549,23.426593;113.256549,23.426593;113.255352,23.426615;113.255352,23.426615;113.255291,23.426615;113.255291,23.426615;113.254536,23.426628;113.253177,23.426571',\n",
       "    'action': '向左前方行走',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '向西步行1589米',\n",
       "    'orientation': '西',\n",
       "    'road': [],\n",
       "    'distance': '1589',\n",
       "    'duration': '1271',\n",
       "    'polyline': '113.253173,23.426567;113.252969,23.426471;113.252643,23.426454;113.252643,23.426454;113.251359,23.42638;113.251359,23.42638;113.250742,23.426367;113.250742,23.426367;113.250499,23.426363;113.249423,23.426402;113.249423,23.426402;113.249049,23.426424;113.249049,23.426424;113.248681,23.42645;113.248681,23.42645;113.246576,23.426628;113.246576,23.426628;113.245326,23.426745;113.245026,23.426849;113.245026,23.426849;113.244553,23.426884;113.244097,23.426897;113.243494,23.426897;113.243494,23.426897;113.242799,23.426862;113.242253,23.426801;113.241528,23.426697;113.241528,23.426697;113.241037,23.426597;113.240299,23.426406;113.240299,23.426406;113.239258,23.426068;113.239258,23.426068;113.238772,23.425894;113.238772,23.425894;113.237847,23.42556',\n",
       "    'action': [],\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿花都大道向西步行349米向左前方行走',\n",
       "    'orientation': '西',\n",
       "    'road': '花都大道',\n",
       "    'distance': '349',\n",
       "    'duration': '279',\n",
       "    'polyline': '113.237843,23.425556;113.237565,23.425386;113.23678,23.425104;113.23678,23.425104;113.235699,23.424731;113.235699,23.424731;113.235621,23.424705;113.235621,23.424705;113.23523,23.424566;113.23523,23.424566;113.235117,23.42447;113.235026,23.424349;113.235026,23.424349;113.234926,23.42447;113.234926,23.42447;113.234787,23.424431',\n",
       "    'action': '向左前方行走',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '步行29米右转',\n",
       "    'orientation': [],\n",
       "    'road': [],\n",
       "    'distance': '29',\n",
       "    'duration': '23',\n",
       "    'polyline': '113.234783,23.424427;113.234596,23.424227',\n",
       "    'action': '右转',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '1'},\n",
       "   {'instruction': '沿凤凰北路步行56米直行',\n",
       "    'orientation': [],\n",
       "    'road': '凤凰北路',\n",
       "    'distance': '56',\n",
       "    'duration': '45',\n",
       "    'polyline': '113.234592,23.424223;113.234536,23.424262;113.234453,23.424284;113.234232,23.424258;113.234062,23.424262',\n",
       "    'action': '直行',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿花都大道向西步行736米向左前方行走',\n",
       "    'orientation': '西',\n",
       "    'road': '花都大道',\n",
       "    'distance': '736',\n",
       "    'duration': '589',\n",
       "    'polyline': '113.234058,23.424262;113.233889,23.42424;113.233889,23.42424;113.233116,23.424128;113.233116,23.424128;113.231936,23.424089;113.231936,23.424089;113.231454,23.424084;113.231163,23.424154;113.231163,23.424154;113.230655,23.424154;113.230655,23.424154;113.230464,23.424154;113.230464,23.424154;113.230043,23.424158;113.230043,23.424158;113.229136,23.424158;113.229136,23.424158;113.22819,23.424158;113.22819,23.424158;113.227856,23.424158;113.227856,23.424158;113.226832,23.424171',\n",
       "    'action': '向左前方行走',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿花都大道向西步行431米向左前方行走',\n",
       "    'orientation': '西',\n",
       "    'road': '花都大道',\n",
       "    'distance': '431',\n",
       "    'duration': '345',\n",
       "    'polyline': '113.226827,23.424171;113.226497,23.424084;113.226137,23.424071;113.225725,23.42408;113.224748,23.424154;113.224106,23.424245;113.224106,23.424245;113.223429,23.424401;113.223429,23.424401;113.223229,23.424466;113.223229,23.424466;113.223047,23.424379;113.223047,23.424379;113.222873,23.424562;113.222873,23.424562;113.222786,23.424588',\n",
       "    'action': '向左前方行走',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '步行23米右转',\n",
       "    'orientation': [],\n",
       "    'road': [],\n",
       "    'distance': '23',\n",
       "    'duration': '18',\n",
       "    'polyline': '113.222782,23.424588;113.222582,23.424479',\n",
       "    'action': '右转',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '1'},\n",
       "   {'instruction': '沿天贵北路步行47米直行',\n",
       "    'orientation': [],\n",
       "    'road': '天贵北路',\n",
       "    'distance': '47',\n",
       "    'duration': '38',\n",
       "    'polyline': '113.222587,23.424479;113.222543,23.424544;113.222543,23.424544;113.22247,23.424618;113.22224,23.424757',\n",
       "    'action': '直行',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿花都大道向西步行449米',\n",
       "    'orientation': '西',\n",
       "    'road': '花都大道',\n",
       "    'distance': '449',\n",
       "    'duration': '359',\n",
       "    'polyline': '113.222235,23.424757;113.219874,23.425547;113.219635,23.425638;113.219201,23.425885;113.219201,23.425885;113.218598,23.426076;113.218598,23.426076;113.218385,23.42615;113.218385,23.42615;113.218142,23.426228',\n",
       "    'action': [],\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿花都大道向西步行274米向左前方行走',\n",
       "    'orientation': '西',\n",
       "    'road': '花都大道',\n",
       "    'distance': '274',\n",
       "    'duration': '219',\n",
       "    'polyline': '113.218138,23.426228;113.2177,23.426289;113.216988,23.426519;113.216988,23.426519;113.216463,23.426697;113.216463,23.426697;113.216059,23.426823;113.216059,23.426823;113.215885,23.426879;113.215885,23.426879;113.215777,23.426914;113.215777,23.426914;113.215564,23.426979',\n",
       "    'action': '向左前方行走',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿花都大道步行46米向右后方行走',\n",
       "    'orientation': [],\n",
       "    'road': '花都大道',\n",
       "    'distance': '46',\n",
       "    'duration': '37',\n",
       "    'polyline': '113.21556,23.426979;113.215382,23.42694;113.215382,23.42694;113.215152,23.426814',\n",
       "    'action': '向右后方行走',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿建设北路向北步行32米左转',\n",
       "    'orientation': '北',\n",
       "    'road': '建设北路',\n",
       "    'distance': '32',\n",
       "    'duration': '26',\n",
       "    'polyline': '113.215148,23.42681;113.215252,23.427075',\n",
       "    'action': '左转',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿花都大道向西步行1203米向左前方行走',\n",
       "    'orientation': '西',\n",
       "    'road': '花都大道',\n",
       "    'distance': '1203',\n",
       "    'duration': '962',\n",
       "    'polyline': '113.215252,23.427075;113.215135,23.427127;113.215135,23.427127;113.214722,23.42724;113.214722,23.42724;113.214358,23.427339;113.214358,23.427339;113.213342,23.427604;113.213342,23.427604;113.212543,23.4277;113.212543,23.4277;113.21217,23.427726;113.21217,23.427726;113.211467,23.427778;113.211467,23.427778;113.210872,23.427817;113.210872,23.427817;113.210291,23.42786;113.210291,23.42786;113.209878,23.427886;113.209878,23.427886;113.209141,23.427925;113.209141,23.427925;113.208789,23.427951;113.208789,23.427951;113.208264,23.427977;113.208264,23.427977;113.208003,23.428051;113.207856,23.428134;113.207856,23.428134;113.207635,23.428151;113.207635,23.428151;113.20704,23.428177;113.20704,23.428177;113.206623,23.428207;113.206623,23.428207;113.206424,23.428212;113.206424,23.428212;113.205707,23.428251;113.205707,23.428251;113.205074,23.428286;113.204071,23.428268;113.204071,23.428268;113.203555,23.428225',\n",
       "    'action': '向左前方行走',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿花都大道向西步行821米右转',\n",
       "    'orientation': '西',\n",
       "    'road': '花都大道',\n",
       "    'distance': '821',\n",
       "    'duration': '657',\n",
       "    'polyline': '113.20355,23.42822;113.203424,23.428121;113.203316,23.428073;113.202539,23.427891;113.201866,23.427726;113.201549,23.427626;113.200955,23.427409;113.200955,23.427409;113.200516,23.427231;113.200516,23.427231;113.200195,23.427096;113.200195,23.427096;113.199266,23.426701;113.199266,23.426701;113.198715,23.426463;113.198715,23.426463;113.197717,23.426029;113.197274,23.425851;113.197274,23.425851;113.197092,23.425777;113.196649,23.425673;113.196649,23.425673;113.196519,23.425642;113.196519,23.425642;113.196063,23.425521',\n",
       "    'action': '右转',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿狮岭大道东向西北步行34米左转',\n",
       "    'orientation': '西北',\n",
       "    'road': '狮岭大道东',\n",
       "    'distance': '34',\n",
       "    'duration': '27',\n",
       "    'polyline': '113.196059,23.425516;113.19582,23.42572',\n",
       "    'action': '左转',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿花都大道向西步行1206米向右前方行走',\n",
       "    'orientation': '西',\n",
       "    'road': '花都大道',\n",
       "    'distance': '1206',\n",
       "    'duration': '965',\n",
       "    'polyline': '113.195816,23.42572;113.195421,23.42566;113.195421,23.42566;113.195056,23.425573;113.195056,23.425573;113.194375,23.425443;113.194375,23.425443;113.193016,23.425191;113.192209,23.424996;113.191914,23.424826;113.191914,23.424826;113.191194,23.42467;113.190647,23.42454;113.190647,23.42454;113.189774,23.424345;113.189136,23.424162;113.188915,23.424084;113.188915,23.424084;113.188281,23.423837;113.187847,23.423637;113.187847,23.423637;113.187769,23.423589;113.187769,23.423589;113.187122,23.423247;113.187122,23.423247;113.18651,23.422865;113.185916,23.422444;113.185916,23.422444;113.184948,23.42181',\n",
       "    'action': '向右前方行走',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿花都大道向西步行40米向左前方行走',\n",
       "    'orientation': '西',\n",
       "    'road': '花都大道',\n",
       "    'distance': '40',\n",
       "    'duration': '32',\n",
       "    'polyline': '113.184944,23.421806;113.184818,23.421836;113.184557,23.421832',\n",
       "    'action': '向左前方行走',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿花都大道向西南步行282米右转',\n",
       "    'orientation': '西南',\n",
       "    'road': '花都大道',\n",
       "    'distance': '282',\n",
       "    'duration': '226',\n",
       "    'polyline': '113.184553,23.421827;113.184384,23.421766;113.184236,23.421701;113.183941,23.421497;113.183941,23.421497;113.182504,23.420586;113.182374,23.420543;113.1823,23.420543;113.182214,23.420582',\n",
       "    'action': '右转',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '沿学府路向西北步行1300米右转',\n",
       "    'orientation': '西北',\n",
       "    'road': '学府路',\n",
       "    'distance': '1300',\n",
       "    'duration': '1040',\n",
       "    'polyline': '113.182209,23.420582;113.181254,23.421632;113.181254,23.421632;113.180551,23.422426;113.180551,23.422426;113.179974,23.423069;113.179974,23.423069;113.178867,23.424319;113.178867,23.424319;113.17786,23.425434;113.17786,23.425434;113.177721,23.425603;113.1773,23.425937;113.1773,23.425937;113.176793,23.426319;113.176793,23.426319;113.176042,23.426897;113.176042,23.426897;113.175816,23.427075;113.175608,23.427279;113.175074,23.42793;113.175074,23.42793;113.174991,23.428038;113.174991,23.428038;113.174457,23.428676;113.174457,23.428676;113.174327,23.428863;113.174327,23.428863;113.174206,23.429015;113.174206,23.429015;113.174149,23.429084;113.174149,23.429084;113.173845,23.429457',\n",
       "    'action': '右转',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '向北步行228米向左前方行走',\n",
       "    'orientation': '北',\n",
       "    'road': [],\n",
       "    'distance': '228',\n",
       "    'duration': '182',\n",
       "    'polyline': '113.173841,23.429457;113.174023,23.429575;113.174023,23.429575;113.174132,23.429653;113.174132,23.429653;113.174427,23.429857;113.174427,23.429857;113.174805,23.430191;113.174826,23.430282;113.174822,23.43033;113.174479,23.43076;113.17444,23.430838;113.174397,23.430998',\n",
       "    'action': '向左前方行走',\n",
       "    'assistant_action': [],\n",
       "    'walk_type': '0'},\n",
       "   {'instruction': '向西北步行462米到达目的地',\n",
       "    'orientation': '西北',\n",
       "    'road': [],\n",
       "    'distance': '462',\n",
       "    'duration': '370',\n",
       "    'polyline': '113.174392,23.430998;113.174371,23.431016;113.174371,23.431016;113.17428,23.431089;113.17428,23.431089;113.173976,23.431359;113.173976,23.431359;113.173885,23.431437;113.173594,23.431623;113.173594,23.431623;113.172808,23.432031;113.172509,23.4323;113.172418,23.432435;113.172318,23.432639;113.172235,23.432908;113.172222,23.433056;113.172222,23.433225;113.172279,23.433472;113.172279,23.433472;113.172331,23.433615;113.172483,23.433867;113.17263,23.434032;113.172713,23.434119',\n",
       "    'action': [],\n",
       "    'assistant_action': '到达目的地',\n",
       "    'walk_type': '0'}]}]"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.json()['route']['paths']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "def walking(key,origin,location,sig=None,output='json',callback=None):\n",
    "    url='https://restapi.amap.com/v3/direction/walking?parameters'\n",
    "    params={\n",
    "        'key':key,\n",
    "        'origin':origin,\n",
    "        'destination':location,\n",
    "        'sig':sig,\n",
    "        'output':output,\n",
    "        'callback':callback,     \n",
    "    }\n",
    "    response=requests.get(url,params=params)\n",
    "    results=response.json()\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'ok',\n",
       " 'infocode': '10000',\n",
       " 'count': '1',\n",
       " 'route': {'origin': '113.678600,23.633329',\n",
       "  'destination': '113.172819,23.434030',\n",
       "  'paths': [{'distance': '68723',\n",
       "    'duration': '54978',\n",
       "    'steps': [{'instruction': '步行53米左转',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '53',\n",
       "      'duration': '42',\n",
       "      'polyline': '113.678581,23.633134;113.678624,23.633082;113.67862,23.633038;113.678455,23.632895;113.678424,23.632878;113.678364,23.632878;113.678307,23.632921',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行113米右转',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '113',\n",
       "      'duration': '90',\n",
       "      'polyline': '113.678303,23.632921;113.677578,23.632309;113.677561,23.632279;113.677548,23.632201',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向西北步行161米左转',\n",
       "      'orientation': '西北',\n",
       "      'road': [],\n",
       "      'distance': '161',\n",
       "      'duration': '129',\n",
       "      'polyline': '113.677543,23.632196;113.6774,23.632179;113.677287,23.632201;113.677179,23.632244;113.677018,23.632357;113.677018,23.632357;113.676814,23.632535;113.676584,23.632778;113.676432,23.632904;113.676289,23.632969',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向南步行1058米向右前方行走',\n",
       "      'orientation': '南',\n",
       "      'road': [],\n",
       "      'distance': '1058',\n",
       "      'duration': '846',\n",
       "      'polyline': '113.676285,23.632969;113.676289,23.632227;113.676289,23.632227;113.676337,23.631949;113.676337,23.631949;113.676428,23.631675;113.676489,23.631541;113.676489,23.631541;113.676662,23.631185;113.676662,23.631185;113.676862,23.630773;113.676862,23.630773;113.677062,23.630352;113.677062,23.630352;113.677365,23.629666;113.677365,23.629666;113.677526,23.629323;113.677526,23.629323;113.677734,23.628876;113.677734,23.628876;113.677891,23.628594;113.677951,23.628516;113.678069,23.628433;113.678173,23.628398;113.678173,23.628398;113.678273,23.628372;113.678273,23.628372;113.678572,23.628338;113.678685,23.628307;113.678685,23.628307;113.678845,23.628234;113.679045,23.628073;113.679158,23.627964;113.679158,23.627964;113.679214,23.627869;113.679236,23.627778;113.67928,23.627526;113.679288,23.627322;113.679288,23.627322;113.679253,23.626853;113.679184,23.626623;113.679141,23.626497;113.679002,23.626259;113.678941,23.626176;113.678711,23.625977;113.67862,23.625864;113.678529,23.62572;113.678438,23.625191;113.678429,23.625056;113.678451,23.624939;113.678572,23.624657',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向西南步行722米左转',\n",
       "      'orientation': '西南',\n",
       "      'road': [],\n",
       "      'distance': '722',\n",
       "      'duration': '578',\n",
       "      'polyline': '113.678572,23.624653;113.678559,23.62451;113.678416,23.624323;113.678416,23.624323;113.677582,23.623793;113.676532,23.623346;113.676363,23.623255;113.676272,23.623151;113.676111,23.622834;113.676042,23.622739;113.67579,23.622483;113.675499,23.622279;113.675417,23.622174;113.675386,23.622088;113.675378,23.621836;113.675378,23.621836;113.675391,23.62161;113.675434,23.621476;113.675543,23.621359;113.675764,23.621181;113.675846,23.621089;113.675903,23.620994;113.675907,23.620855;113.675877,23.620725;113.675747,23.620547;113.675599,23.620373;113.675243,23.620013',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向东南步行412米向右前方行走',\n",
       "      'orientation': '东南',\n",
       "      'road': [],\n",
       "      'distance': '412',\n",
       "      'duration': '330',\n",
       "      'polyline': '113.675239,23.620009;113.67549,23.620013;113.675642,23.619991;113.675773,23.619948;113.676016,23.619796;113.676901,23.619193;113.677261,23.618785;113.678069,23.61783;113.678069,23.61783;113.678181,23.617656',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿乌土街向南步行1381米右转',\n",
       "      'orientation': '南',\n",
       "      'road': '乌土街',\n",
       "      'distance': '1381',\n",
       "      'duration': '1105',\n",
       "      'polyline': '113.678181,23.617652;113.678095,23.617205;113.678051,23.617075;113.677973,23.616923;113.677743,23.616558;113.677609,23.616289;113.677391,23.615816;113.677339,23.615668;113.67714,23.614826;113.677049,23.614323;113.676927,23.613359;113.676845,23.612786;113.676602,23.611489;113.676415,23.610438;113.676411,23.610265;113.676411,23.610265;113.676489,23.609848;113.676502,23.609622;113.676493,23.609236;113.676415,23.608746;113.676415,23.608485;113.67648,23.60819;113.67661,23.607734;113.676819,23.606736;113.676862,23.606541;113.676914,23.606415;113.677014,23.606254;113.677535,23.605673',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿乌土街向西南步行165米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '乌土街',\n",
       "      'distance': '165',\n",
       "      'duration': '132',\n",
       "      'polyline': '113.677535,23.605668;113.676988,23.605373;113.676402,23.605;113.676163,23.604887',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿934县道向西步行118米直行',\n",
       "      'orientation': '西',\n",
       "      'road': '934县道',\n",
       "      'distance': '118',\n",
       "      'duration': '94',\n",
       "      'polyline': '113.676159,23.604883;113.675799,23.604805;113.675508,23.604779;113.675508,23.604779;113.675013,23.60474',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿桃园东路向西南步行674米向右前方行走',\n",
       "      'orientation': '西南',\n",
       "      'road': '桃园东路',\n",
       "      'distance': '674',\n",
       "      'duration': '539',\n",
       "      'polyline': '113.675009,23.604735;113.674236,23.604683;113.673893,23.604618;113.673464,23.604492;113.673464,23.604492;113.67168,23.604006;113.671541,23.603958;113.671411,23.603854;113.671068,23.603472;113.670807,23.603264;113.670807,23.603264;113.670525,23.603073;113.6702,23.602904;113.6702,23.602904;113.670022,23.602795;113.670022,23.602795;113.669909,23.602682;113.669818,23.602517;113.669787,23.602413;113.669718,23.601901',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿桃园东路向西南步行247米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '桃园东路',\n",
       "      'distance': '247',\n",
       "      'duration': '198',\n",
       "      'polyline': '113.669714,23.601897;113.66964,23.601771;113.66964,23.601771;113.669488,23.601558;113.669488,23.601558;113.668789,23.600859;113.668663,23.600768;113.668663,23.600768;113.668442,23.600647;113.667947,23.600417',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿桃园西路向西南步行2775米向右前方行走',\n",
       "      'orientation': '西南',\n",
       "      'road': '桃园西路',\n",
       "      'distance': '2775',\n",
       "      'duration': '2220',\n",
       "      'polyline': '113.667943,23.600412;113.667331,23.600139;113.667331,23.600139;113.666224,23.599644;113.665955,23.599505;113.665955,23.599505;113.665781,23.599362;113.665781,23.599362;113.665521,23.599093;113.665521,23.599093;113.665286,23.598824;113.665286,23.598824;113.665256,23.598785;113.665256,23.598785;113.664796,23.598238;113.664796,23.598238;113.664401,23.597622;113.664401,23.597622;113.664071,23.59714;113.663746,23.59678;113.663746,23.59678;113.663477,23.59651;113.663477,23.59651;113.66224,23.595434;113.66224,23.595434;113.661563,23.594848;113.661563,23.594848;113.661311,23.594605;113.66115,23.594414;113.660907,23.594032;113.660907,23.594032;113.660829,23.593889;113.660729,23.593598;113.660547,23.593025;113.660464,23.592804;113.660464,23.592804;113.659931,23.591593;113.659831,23.591393;113.659631,23.59105;113.659631,23.59105;113.659115,23.59023;113.658824,23.589592;113.658824,23.589592;113.658754,23.589405;113.658754,23.589405;113.657817,23.58714;113.657747,23.586936;113.657695,23.586693;113.657548,23.585369;113.657548,23.585369;113.657483,23.585161;113.657326,23.584896;113.657326,23.584896;113.657114,23.58457;113.657062,23.584453;113.65691,23.583924;113.656884,23.583785;113.656879,23.583681;113.656888,23.583572;113.656979,23.58326;113.657066,23.58303;113.657157,23.582852;113.657378,23.582539;113.657431,23.582444;113.65747,23.582344;113.657483,23.582235;113.657483,23.582109;113.657435,23.580777;113.657405,23.580616;113.657405,23.580616;113.657296,23.580308;113.657244,23.580221;113.656723,23.579644;113.656723,23.579644;113.656597,23.579488;113.656411,23.579362',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿石海工业大道向西南步行1838米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '石海工业大道',\n",
       "      'distance': '1838',\n",
       "      'duration': '1470',\n",
       "      'polyline': '113.656406,23.579358;113.656055,23.57931;113.656055,23.57931;113.655091,23.579089;113.654918,23.579023;113.654566,23.57885;113.654566,23.57885;113.653681,23.578372;113.653681,23.578372;113.653429,23.578247;113.653429,23.578247;113.652713,23.577865;113.652713,23.577865;113.652452,23.577704;113.652001,23.577387;113.652001,23.577387;113.651654,23.577105;113.651654,23.577105;113.651437,23.57694;113.651437,23.57694;113.650681,23.576332;113.650681,23.576332;113.650378,23.576094;113.650378,23.576094;113.649674,23.575534;113.649674,23.575534;113.649583,23.575451;113.649583,23.575451;113.64924,23.575182;113.64924,23.575182;113.647409,23.573754;113.647409,23.573754;113.647279,23.573641;113.646793,23.573155;113.646793,23.573155;113.64661,23.57296;113.64661,23.57296;113.646419,23.572778;113.646419,23.572778;113.646202,23.572565;113.645968,23.57237;113.645252,23.571866;113.645252,23.571866;113.644974,23.571732;113.644974,23.571732;113.644883,23.571706;113.644618,23.571671;113.643967,23.571675;113.643967,23.571675;113.643511,23.57168;113.643511,23.57168;113.64329,23.57168;113.643047,23.571654;113.64293,23.571632;113.642548,23.571502;113.642326,23.571411;113.641979,23.571228;113.641636,23.571003;113.641636,23.571003;113.641437,23.57082',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿政通路向西南步行2161米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '政通路',\n",
       "      'distance': '2161',\n",
       "      'duration': '1729',\n",
       "      'polyline': '113.641432,23.570816;113.641168,23.570525;113.641168,23.570525;113.640964,23.570265;113.640864,23.570156;113.640864,23.570156;113.640651,23.569978;113.640408,23.569822;113.638902,23.569006;113.638902,23.569006;113.638398,23.568746;113.638056,23.568611;113.637695,23.568529;113.637431,23.568507;113.637209,23.568516;113.637209,23.568516;113.636836,23.568576;113.636836,23.568576;113.636484,23.568676;113.636484,23.568676;113.635334,23.569058;113.633754,23.569614;113.633485,23.569674;113.633251,23.569692;113.633251,23.569692;113.633069,23.569688;113.633069,23.569688;113.632778,23.569635;113.632378,23.569492;113.631992,23.569319;113.631853,23.569223;113.631801,23.569158;113.631701,23.568997;113.631441,23.568338;113.631441,23.568338;113.63128,23.567947;113.63128,23.567947;113.63122,23.567834;113.631089,23.567656;113.630946,23.567526;113.630768,23.567387;113.630768,23.567387;113.630456,23.567157;113.630456,23.567157;113.630113,23.566884;113.630113,23.566884;113.629596,23.566458;113.629063,23.565799;113.628359,23.565174;113.62826,23.565026;113.62806,23.564592;113.627665,23.56395;113.627574,23.563815;113.627413,23.56365;113.626576,23.563003;113.626254,23.562804;113.625964,23.562682;113.624987,23.562365',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿灌村路向西步行781米左转',\n",
       "      'orientation': '西',\n",
       "      'road': '灌村路',\n",
       "      'distance': '781',\n",
       "      'duration': '625',\n",
       "      'polyline': '113.624983,23.562361;113.624431,23.562183;113.62349,23.56191;113.623216,23.561771;113.623003,23.561593;113.622661,23.561185;113.622049,23.560525;113.621936,23.560421;113.621775,23.560317;113.621515,23.560226;113.620226,23.559926;113.619579,23.559761;113.619427,23.559744;113.619427,23.559744;113.619188,23.559731;113.619188,23.559731;113.618555,23.559796;113.618355,23.559839;113.618251,23.559887',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿环市东路向西南步行1582米',\n",
       "      'orientation': '西南',\n",
       "      'road': '环市东路',\n",
       "      'distance': '1582',\n",
       "      'duration': '1266',\n",
       "      'polyline': '113.618247,23.559887;113.617626,23.559271;113.617626,23.559271;113.615755,23.557435;113.615755,23.557435;113.615213,23.556905;113.615213,23.556905;113.614093,23.55579;113.614093,23.55579;113.613832,23.55549;113.613832,23.55549;113.613628,23.555217;113.613628,23.555217;113.613429,23.554926;113.613429,23.554926;113.613138,23.554418;113.612778,23.553516;113.612778,23.553516;113.612756,23.553442;113.612756,23.553442;113.612682,23.553251;113.612682,23.553251;113.612656,23.553181;113.612656,23.553181;113.612344,23.552339;113.612344,23.552339;113.612192,23.551949;113.612192,23.551949;113.61207,23.551658;113.611888,23.551354;113.611606,23.550968;113.611476,23.550812;113.611246,23.550577;113.610551,23.55;113.610551,23.55;113.610065,23.549609;113.610065,23.549609;113.609514,23.549162;113.609514,23.549162;113.609071,23.548746;113.609071,23.548746;113.608971,23.548641',\n",
       "      'action': [],\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿环市东路向南步行1714米向左前方行走',\n",
       "      'orientation': '南',\n",
       "      'road': '环市东路',\n",
       "      'distance': '1714',\n",
       "      'duration': '1371',\n",
       "      'polyline': '113.608967,23.548637;113.608707,23.548247;113.608537,23.547921;113.608537,23.547921;113.608416,23.547526;113.608364,23.547266;113.608364,23.547266;113.608333,23.54697;113.608333,23.54697;113.608264,23.546155;113.608264,23.546155;113.608225,23.545664;113.608216,23.545061;113.608273,23.544501;113.608333,23.54418;113.608333,23.54418;113.608359,23.544054;113.608359,23.544054;113.60849,23.54342;113.60849,23.54342;113.608533,23.543199;113.608533,23.543199;113.608906,23.541484;113.608906,23.541484;113.609097,23.540564;113.609097,23.540564;113.609297,23.539661;113.609297,23.539661;113.609497,23.538685;113.609557,23.538307;113.609557,23.538307;113.609601,23.537635;113.609601,23.537635;113.609601,23.537166;113.609553,23.536536;113.609553,23.536536;113.609453,23.535916;113.60928,23.535252;113.608872,23.534223;113.608872,23.534223;113.608841,23.534154;113.608841,23.534154;113.608967,23.533963;113.608967,23.533963;113.608976,23.533954;113.608919,23.533928;113.608919,23.533928;113.60878,23.533819;113.608689,23.533641;113.60862,23.533598',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿环市东路向西南步行946米左转',\n",
       "      'orientation': '西南',\n",
       "      'road': '环市东路',\n",
       "      'distance': '946',\n",
       "      'duration': '757',\n",
       "      'polyline': '113.608615,23.533594;113.608507,23.533312;113.608507,23.533312;113.608203,23.532552;113.608203,23.532552;113.608155,23.532444;113.608155,23.532444;113.608112,23.532348;113.608112,23.532348;113.607804,23.531576;113.607804,23.531576;113.607487,23.530794;113.607487,23.530794;113.60737,23.530508;113.60737,23.530508;113.607027,23.529718;113.607027,23.529718;113.606975,23.529614;113.606975,23.529614;113.606884,23.529462;113.606662,23.529145;113.606662,23.529145;113.606432,23.528893;113.606432,23.528893;113.605851,23.528368;113.605851,23.528368;113.605095,23.527756;113.605095,23.527756;113.604783,23.527496;113.604783,23.527496;113.604622,23.527361;113.604622,23.527361;113.603893,23.526758;113.603893,23.526758;113.603672,23.526554',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向东南步行24米右转',\n",
       "      'orientation': '东南',\n",
       "      'road': [],\n",
       "      'distance': '24',\n",
       "      'duration': '19',\n",
       "      'polyline': '113.603668,23.526549;113.603832,23.526398',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向西南步行126米右转',\n",
       "      'orientation': '西南',\n",
       "      'road': [],\n",
       "      'distance': '126',\n",
       "      'duration': '101',\n",
       "      'polyline': '113.603832,23.526393;113.603303,23.525877;113.603303,23.525877;113.603012,23.525538',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿罗沙路向西北步行22米左转',\n",
       "      'orientation': '西北',\n",
       "      'road': '罗沙路',\n",
       "      'distance': '22',\n",
       "      'duration': '18',\n",
       "      'polyline': '113.603008,23.525534;113.60283,23.525638',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿环市东路向西南步行101米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '环市东路',\n",
       "      'distance': '101',\n",
       "      'duration': '81',\n",
       "      'polyline': '113.602826,23.525638;113.602383,23.525039;113.602383,23.525039;113.602257,23.524878',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路向西南步行8192米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从公路',\n",
       "      'distance': '8192',\n",
       "      'duration': '6554',\n",
       "      'polyline': '113.602253,23.524874;113.601923,23.524431;113.601923,23.524431;113.601589,23.523976;113.601437,23.523806;113.601437,23.523806;113.601289,23.523633;113.601289,23.523633;113.601068,23.523433;113.601068,23.523433;113.600755,23.523212;113.600634,23.523142;113.600373,23.523016;113.600373,23.523016;113.600091,23.522921;113.599648,23.522826;113.599648,23.522826;113.599123,23.522773;113.599123,23.522773;113.598711,23.522739;113.598711,23.522739;113.597391,23.52263;113.597391,23.52263;113.596467,23.522561;113.596467,23.522561;113.595842,23.522513;113.595842,23.522513;113.595486,23.522487;113.595486,23.522487;113.595195,23.522465;113.595195,23.522465;113.594965,23.522444;113.594965,23.522444;113.594523,23.522413;113.594523,23.522413;113.593707,23.522348;113.593707,23.522348;113.59293,23.522287;113.59293,23.522287;113.591884,23.522196;113.591884,23.522196;113.591793,23.522192;113.591793,23.522192;113.591684,23.522179;113.591684,23.522179;113.591454,23.522166;113.591454,23.522166;113.590907,23.522105;113.590356,23.522023;113.590356,23.522023;113.589878,23.521914;113.58931,23.521732;113.58931,23.521732;113.589175,23.521688;113.588572,23.521437;113.587986,23.521128;113.587604,23.520903;113.587205,23.520625;113.586536,23.520095;113.586536,23.520095;113.585755,23.519453;113.585755,23.519453;113.584766,23.518637;113.584766,23.518637;113.584536,23.518446;113.584536,23.518446;113.583047,23.517231;113.583047,23.517231;113.582088,23.516432;113.582088,23.516432;113.581766,23.516168;113.581766,23.516168;113.581315,23.515794;113.581315,23.515794;113.580499,23.515126;113.580499,23.515126;113.579957,23.514709;113.579957,23.514709;113.579683,23.51454;113.579683,23.51454;113.579158,23.514258;113.578607,23.514028;113.578607,23.514028;113.577057,23.513485;113.577057,23.513485;113.576762,23.513377;113.576762,23.513377;113.576076,23.513138;113.576076,23.513138;113.575703,23.513003;113.575104,23.512765;113.574488,23.512491;113.574488,23.512491;113.574023,23.512261;113.574023,23.512261;113.573307,23.511862;113.572643,23.511445;113.572174,23.51112;113.571701,23.510738;113.571055,23.510178;113.571055,23.510178;113.570885,23.510017;113.570421,23.509484;113.570095,23.508967;113.570095,23.508967;113.569696,23.508307;113.569696,23.508307;113.569566,23.508095;113.569566,23.508095;113.569444,23.507895;113.569444,23.507895;113.569141,23.507396;113.569141,23.507396;113.56885,23.506931;113.56885,23.506931;113.568598,23.506523;113.568598,23.506523;113.568394,23.506181;113.568394,23.506181;113.567964,23.505495;113.567964,23.505495;113.567639,23.50503;113.567639,23.50503;113.567439,23.5048;113.567209,23.504575;113.567209,23.504575;113.566966,23.504353;113.566966,23.504353;113.566714,23.504158;113.566506,23.50401;113.566042,23.50375;113.566042,23.50375;113.565516,23.503516;113.564492,23.503125;113.564492,23.503125;113.562405,23.502322;113.562405,23.502322;113.560747,23.501693;113.560747,23.501693;113.560082,23.501441;113.560082,23.501441;113.559457,23.501207;113.559457,23.501207;113.559145,23.501085;113.559145,23.501085;113.558277,23.500725;113.558277,23.500725;113.557865,23.500556;113.557865,23.500556;113.557305,23.500299;113.556897,23.500048;113.556519,23.499792;113.55556,23.498984;113.55556,23.498984;113.555291,23.498776;113.555291,23.498776;113.554965,23.498529;113.554965,23.498529;113.554514,23.498234;113.554514,23.498234;113.554193,23.498047;113.554193,23.498047;113.553811,23.49783;113.553811,23.49783;113.552912,23.497357;113.552912,23.497357;113.550434,23.496016;113.550434,23.496016;113.549457,23.495477;113.549457,23.495477;113.548867,23.495161;113.548867,23.495161;113.548715,23.495074;113.548715,23.495074;113.547535,23.494431;113.546953,23.494062;113.546602,23.493819;113.546137,23.493459;113.546137,23.493459;113.546059,23.493407;113.546059,23.493407;113.545755,23.493225;113.545755,23.493225;113.545734,23.493207;113.545734,23.493207;113.545082,23.492834;113.545082,23.492834;113.544796,23.492661;113.544444,23.492418;113.544444,23.492418;113.543802,23.492005;113.543802,23.492005;113.542956,23.491419;113.542148,23.490924;113.541706,23.490725;113.541345,23.490599;113.541345,23.490599;113.541293,23.490586;113.541293,23.490586;113.540451,23.490382;113.540451,23.490382;113.536523,23.489384;113.536523,23.489384;113.536141,23.489293;113.536141,23.489293;113.535516,23.489141;113.535516,23.489141;113.535313,23.489084;113.535313,23.489084;113.535052,23.489015;113.534679,23.488885',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从北路向西南步行346米向左前方行走',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从北路',\n",
       "      'distance': '346',\n",
       "      'duration': '277',\n",
       "      'polyline': '113.534674,23.48888;113.534054,23.488672;113.533715,23.488524;113.533715,23.488524;113.533212,23.488294;113.533212,23.488294;113.5327,23.487977;113.5327,23.487977;113.532292,23.487687;113.531771,23.487292',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从北路辅路向西南步行366米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从北路辅路',\n",
       "      'distance': '366',\n",
       "      'duration': '293',\n",
       "      'polyline': '113.531766,23.487287;113.531649,23.487092;113.531146,23.486519;113.531146,23.486519;113.531037,23.486393;113.531037,23.486393;113.530373,23.485595;113.530373,23.485595;113.529857,23.484926;113.529857,23.484926;113.529674,23.484701;113.529674,23.484701;113.529614,23.484618',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路向西南步行351米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '351',\n",
       "      'duration': '281',\n",
       "      'polyline': '113.529609,23.484614;113.529353,23.484288;113.529353,23.484288;113.528668,23.483407;113.528668,23.483407;113.528194,23.482778;113.528194,23.482778;113.527834,23.482339;113.527834,23.482339;113.527752,23.482227;113.527513,23.482105',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路向西南步行1160米向左前方行走',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从南路',\n",
       "      'distance': '1160',\n",
       "      'duration': '928',\n",
       "      'polyline': '113.527509,23.482101;113.526997,23.481445;113.526997,23.481445;113.526354,23.480629;113.526354,23.480629;113.52599,23.480182;113.52599,23.480182;113.525972,23.480161;113.525972,23.480161;113.525104,23.479015;113.524887,23.478772;113.52454,23.478446;113.52434,23.47829;113.52434,23.47829;113.524149,23.478155;113.524149,23.478155;113.524041,23.47809;113.522578,23.477283;113.522578,23.477283;113.521866,23.476879;113.52128,23.476567;113.52128,23.476567;113.520707,23.476254;113.520707,23.476254;113.520464,23.476128;113.520464,23.476128;113.5199,23.475842;113.5199,23.475842;113.519839,23.475812;113.519839,23.475812;113.519648,23.475729;113.519175,23.47559;113.519175,23.47559;113.518954,23.475525',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路向西步行750米直行',\n",
       "      'orientation': '西',\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '750',\n",
       "      'duration': '600',\n",
       "      'polyline': '113.51895,23.475521;113.518754,23.475352;113.518051,23.475117;113.518051,23.475117;113.517435,23.474913;113.517435,23.474913;113.51661,23.474653;113.51661,23.474653;113.515846,23.474423;113.515846,23.474423;113.515673,23.474375;113.515673,23.474375;113.515543,23.474336;113.515543,23.474336;113.515161,23.474219;113.515161,23.474219;113.515117,23.474201;113.515117,23.474201;113.513889,23.473824;113.513889,23.473824;113.513707,23.473772;113.513707,23.473772;113.512292,23.473338;113.512005,23.473346',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路向西南步行1044米右转',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从南路',\n",
       "      'distance': '1044',\n",
       "      'duration': '835',\n",
       "      'polyline': '113.512001,23.473346;113.511576,23.473225;113.511576,23.473225;113.511363,23.473155;113.511363,23.473155;113.510942,23.473025;113.510942,23.473025;113.509922,23.472704;113.508637,23.472205;113.507973,23.471888;113.506871,23.471319;113.506871,23.471319;113.505334,23.470521;113.505334,23.470521;113.504909,23.470295;113.504909,23.470295;113.503589,23.469618;113.503589,23.469618;113.502817,23.46921',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿夏湾拿大道向北步行12米左转',\n",
       "      'orientation': '北',\n",
       "      'road': '夏湾拿大道',\n",
       "      'distance': '12',\n",
       "      'duration': '10',\n",
       "      'polyline': '113.502813,23.469206;113.502773,23.46931',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路向西南步行2085米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从南路',\n",
       "      'distance': '2085',\n",
       "      'duration': '1668',\n",
       "      'polyline': '113.502769,23.46931;113.501849,23.468832;113.501849,23.468832;113.501076,23.468424;113.500851,23.46829;113.500421,23.467995;113.50013,23.467747;113.50013,23.467747;113.499813,23.467413;113.499544,23.467096;113.499544,23.467096;113.499332,23.46678;113.499093,23.466341;113.499093,23.466341;113.498477,23.465052;113.498477,23.465052;113.498437,23.46497;113.498437,23.46497;113.497543,23.463077;113.497543,23.463077;113.496723,23.461376;113.496554,23.461068;113.496293,23.46069;113.496293,23.46069;113.496159,23.460495;113.496159,23.460495;113.496029,23.460334;113.496029,23.460334;113.495243,23.459384;113.495243,23.459384;113.494883,23.458963;113.494883,23.458963;113.494362,23.458346;113.494362,23.458346;113.49411,23.458034;113.49411,23.458034;113.494019,23.457917;113.494019,23.457917;113.493715,23.457496;113.493715,23.457496;113.493555,23.457257;113.493555,23.457257;113.493411,23.457027;113.493411,23.457027;113.493203,23.456654;113.493008,23.456259;113.492695,23.455512;113.492496,23.454891;113.492188,23.453681',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路向南步行1228米向左前方行走',\n",
       "      'orientation': '南',\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '1228',\n",
       "      'duration': '982',\n",
       "      'polyline': '113.492188,23.453676;113.492083,23.453555;113.491923,23.452882;113.491862,23.452591;113.491862,23.452591;113.491762,23.452144;113.491762,23.452144;113.49174,23.452036;113.49174,23.452036;113.491593,23.451398;113.491593,23.451398;113.491489,23.450955;113.491489,23.450955;113.491328,23.450256;113.491328,23.450256;113.491298,23.450126;113.491298,23.450126;113.491146,23.449401;113.491146,23.449401;113.490747,23.447574;113.490747,23.447574;113.490664,23.447196;113.490664,23.447196;113.490634,23.447049;113.490634,23.447049;113.490495,23.446497;113.490495,23.446497;113.490443,23.446233;113.490443,23.446233;113.490404,23.446094;113.490404,23.446094;113.490152,23.444961;113.490152,23.444961;113.489931,23.443876;113.489931,23.443876;113.489757,23.443073;113.489757,23.443073;113.489688,23.442773',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路向南步行19米向右前方行走',\n",
       "      'orientation': '南',\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '19',\n",
       "      'duration': '15',\n",
       "      'polyline': '113.489683,23.442769;113.489735,23.4426',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路向西南步行1230米向右前方行走',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从南路',\n",
       "      'distance': '1230',\n",
       "      'duration': '984',\n",
       "      'polyline': '113.489735,23.442595;113.489579,23.441823;113.489579,23.441823;113.489475,23.441367;113.489475,23.441367;113.489236,23.440299;113.489236,23.440299;113.489093,23.4398;113.488893,23.439301;113.488893,23.439301;113.488741,23.438967;113.488451,23.438442;113.488095,23.437943;113.487765,23.437556;113.487765,23.437556;113.487496,23.437279;113.487496,23.437279;113.48701,23.436819;113.48701,23.436819;113.486016,23.435851;113.486016,23.435851;113.485729,23.435582;113.485729,23.435582;113.485499,23.435373;113.485499,23.435373;113.485417,23.435282;113.485417,23.435282;113.485148,23.43503;113.485148,23.43503;113.484032,23.434019;113.484032,23.434019;113.483806,23.433815;113.483806,23.433815;113.483537,23.433589;113.483537,23.433589;113.483446,23.433516;113.483446,23.433516;113.483398,23.433481',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路向西南步行485米右转',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '485',\n",
       "      'duration': '388',\n",
       "      'polyline': '113.483398,23.433477;113.483112,23.433351;113.483112,23.433351;113.482921,23.433255;113.482639,23.433051;113.482639,23.433051;113.482109,23.432613;113.482109,23.432613;113.481463,23.432057;113.481463,23.432057;113.481363,23.431979;113.481363,23.431979;113.480686,23.431367;113.480686,23.431367;113.480564,23.431211;113.480564,23.431211;113.480434,23.431059;113.480434,23.431059;113.480317,23.430916;113.480317,23.430916;113.480052,23.430538;113.480052,23.430538;113.48,23.430456',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿太平西路向西步行566米直行',\n",
       "      'orientation': '西',\n",
       "      'road': '太平西路',\n",
       "      'distance': '566',\n",
       "      'duration': '453',\n",
       "      'polyline': '113.479996,23.430451;113.479683,23.430534;113.479683,23.430534;113.478837,23.430734;113.478837,23.430734;113.476914,23.431207;113.476914,23.431207;113.476658,23.431267;113.476658,23.431267;113.47661,23.431276;113.47661,23.431276;113.476406,23.431324;113.476406,23.431324;113.476115,23.431393;113.476115,23.431393;113.475543,23.431532;113.475543,23.431532;113.474766,23.431727;113.474766,23.431727;113.474609,23.431762',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿花都大道向西步行4529米直行',\n",
       "      'orientation': '西',\n",
       "      'road': '花都大道',\n",
       "      'distance': '4529',\n",
       "      'duration': '3623',\n",
       "      'polyline': '113.474609,23.431762;113.473568,23.432023;113.473568,23.432023;113.473038,23.432131;113.473038,23.432131;113.472843,23.432157;113.472843,23.432157;113.472721,23.432174;113.472721,23.432174;113.471901,23.432222;113.471241,23.432222;113.471241,23.432222;113.471194,23.432214;113.471194,23.432214;113.470712,23.432166;113.470004,23.432049;113.470004,23.432049;113.468594,23.431806;113.468003,23.431732;113.468003,23.431732;113.467205,23.431662;113.464909,23.431502;113.464909,23.431502;113.464449,23.431471;113.464449,23.431471;113.463464,23.431393;113.463464,23.431393;113.462635,23.431341;113.462635,23.431341;113.461749,23.431276;113.461749,23.431276;113.460017,23.431146;113.460017,23.431146;113.459232,23.431076;113.459232,23.431076;113.458247,23.430977;113.458247,23.430977;113.457882,23.430933;113.457882,23.430933;113.457756,23.43092;113.457756,23.43092;113.457682,23.430911;113.457682,23.430911;113.456845,23.430816;113.456845,23.430816;113.456332,23.430747;113.456332,23.430747;113.455929,23.430699;113.455929,23.430699;113.455842,23.430686;113.455842,23.430686;113.45549,23.430642;113.45549,23.430642;113.455135,23.430595;113.455135,23.430595;113.453142,23.430352;113.453142,23.430352;113.452721,23.430299;113.452721,23.430299;113.449731,23.429931;113.449731,23.429931;113.448312,23.429748;113.448312,23.429748;113.446576,23.429531;113.446576,23.429531;113.446367,23.429505;113.446367,23.429505;113.442964,23.42908;113.442964,23.42908;113.441979,23.428958;113.441979,23.428958;113.438563,23.428529;113.438563,23.428529;113.436493,23.428273;113.436493,23.428273;113.435295,23.428112;113.435295,23.428112;113.435243,23.428099;113.435243,23.428099;113.434635,23.428016;113.434635,23.428016;113.434609,23.428008;113.434609,23.428008;113.433832,23.427895;113.433832,23.427895;113.433307,23.427817;113.433307,23.427817;113.432804,23.42773;113.432804,23.42773;113.432717,23.427713;113.432717,23.427713;113.431267,23.427478;113.431267,23.427478;113.430851,23.427413;113.430851,23.427413;113.430512,23.427357',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿花都大道东向西步行87米直行',\n",
       "      'orientation': '西',\n",
       "      'road': '花都大道东',\n",
       "      'distance': '87',\n",
       "      'duration': '70',\n",
       "      'polyline': '113.430508,23.427352;113.429757,23.427244;113.429757,23.427244;113.429657,23.427227',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿花都大道向西步行8044米向右前方行走',\n",
       "      'orientation': '西',\n",
       "      'road': '花都大道',\n",
       "      'distance': '8044',\n",
       "      'duration': '6435',\n",
       "      'polyline': '113.429653,23.427222;113.429154,23.427144;113.429154,23.427144;113.428911,23.427105;113.428911,23.427105;113.428116,23.426979;113.428116,23.426979;113.428043,23.426966;113.428043,23.426966;113.427904,23.426949;113.427904,23.426949;113.427218,23.426836;113.427218,23.426836;113.426918,23.426788;113.426918,23.426788;113.426241,23.42668;113.426241,23.42668;113.425378,23.426554;113.425378,23.426554;113.424653,23.426445;113.424653,23.426445;113.42431,23.426389;113.42431,23.426389;113.424084,23.42635;113.424084,23.42635;113.423108,23.426207;113.423108,23.426207;113.422244,23.426072;113.422244,23.426072;113.422196,23.426068;113.422196,23.426068;113.422096,23.426046;113.422096,23.426046;113.421871,23.426007;113.421871,23.426007;113.421419,23.425942;113.421419,23.425942;113.420803,23.425838;113.420803,23.425838;113.420404,23.425773;113.420404,23.425773;113.419748,23.425664;113.419748,23.425664;113.419253,23.42559;113.419253,23.42559;113.419093,23.425564;113.419093,23.425564;113.418885,23.42553;113.418885,23.42553;113.418437,23.425469;113.418437,23.425469;113.418225,23.425438;113.418225,23.425438;113.41753,23.425417;113.417109,23.425447;113.416901,23.425473;113.416901,23.425473;113.416302,23.425603;113.416024,23.425686;113.415729,23.425794;113.415156,23.426059;113.414857,23.426237;113.414857,23.426237;113.414501,23.426493;113.41418,23.426758;113.41418,23.426758;113.414132,23.426793;113.414132,23.426793;113.413364,23.4275;113.413364,23.4275;113.413303,23.427565;113.413303,23.427565;113.412049,23.428767;113.411814,23.428976;113.41128,23.429392;113.41128,23.429392;113.410677,23.429757;113.410486,23.429865;113.410265,23.429952;113.40977,23.430117;113.409549,23.430182;113.409084,23.430278;113.408954,23.430295;113.408954,23.430295;113.40855,23.430339;113.407938,23.430339;113.407938,23.430339;113.407465,23.430299;113.406975,23.430195;113.406701,23.430117;113.406701,23.430117;113.40638,23.43;113.406085,23.42987;113.406085,23.42987;113.40523,23.429449;113.4025,23.427826;113.4025,23.427826;113.401866,23.427461;113.401866,23.427461;113.400668,23.426788;113.400668,23.426788;113.400391,23.426632;113.400043,23.426458;113.400043,23.426458;113.399957,23.426419;113.399957,23.426419;113.399731,23.426328;113.399071,23.426098;113.397148,23.425508;113.397148,23.425508;113.395265,23.424926;113.395265,23.424926;113.393008,23.424232;113.393008,23.424232;113.391007,23.423624;113.391007,23.423624;113.390534,23.423503;113.390139,23.423437;113.390139,23.423437;113.390017,23.42342;113.390017,23.42342;113.389965,23.423416;113.389965,23.423416;113.389271,23.423359;113.389271,23.423359;113.388802,23.423338;113.387422,23.423329;113.386645,23.423299;113.386476,23.423281;113.38612,23.423216;113.385477,23.423025;113.385477,23.423025;113.385217,23.422938;113.384861,23.422791;113.384106,23.422413;113.382509,23.421345;113.382196,23.421159;113.382005,23.421063;113.382005,23.421063;113.381541,23.420855;113.381541,23.420855;113.381081,23.420694;113.380534,23.420551;113.380534,23.420551;113.380473,23.420543;113.380473,23.420543;113.379931,23.42046;113.379306,23.420417;113.379306,23.420417;113.379284,23.420417;113.379284,23.420417;113.37809,23.420365;113.37809,23.420365;113.376827,23.420313;113.376827,23.420313;113.375994,23.42023;113.375994,23.42023;113.375942,23.420226;113.375942,23.420226;113.375734,23.4202;113.375734,23.4202;113.37523,23.420109;113.37523,23.420109;113.374622,23.419957;113.374622,23.419957;113.374484,23.419922;113.374484,23.419922;113.373368,23.419627;113.372713,23.419475;113.372713,23.419475;113.372543,23.419436;113.372543,23.419436;113.372118,23.419358;113.371241,23.419236;113.371241,23.419236;113.370859,23.419197;113.370859,23.419197;113.370812,23.419197;113.370812,23.419197;113.370707,23.419184;113.370707,23.419184;113.370165,23.419154;113.369462,23.419136;113.369462,23.419136;113.369236,23.419136;113.369236,23.419136;113.368828,23.419149;113.368828,23.419149;113.367786,23.419223;113.367786,23.419223;113.367617,23.41924;113.367617,23.41924;113.366914,23.419319;113.366914,23.419319;113.36684,23.419332;113.36684,23.419332;113.364375,23.419609;113.364375,23.419609;113.362322,23.419839;113.361489,23.419883;113.361489,23.419883;113.361085,23.419891;113.361085,23.419891;113.359848,23.419909;113.359848,23.419909;113.359102,23.419909;113.359102,23.419909;113.357326,23.419926;113.356745,23.41997;113.356745,23.41997;113.356332,23.420017;113.35592,23.420082;113.35592,23.420082;113.355503,23.420174;113.355503,23.420174;113.355182,23.420243',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行9米左转',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '9',\n",
       "      'duration': '7',\n",
       "      'polyline': '113.355178,23.420243;113.355191,23.420321',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '1'},\n",
       "     {'instruction': '沿花都大道向西步行722米',\n",
       "      'orientation': '西',\n",
       "      'road': '花都大道',\n",
       "      'distance': '722',\n",
       "      'duration': '578',\n",
       "      'polyline': '113.355191,23.420321;113.354844,23.420399;113.354844,23.420399;113.353876,23.420603;113.353876,23.420603;113.351849,23.421037;113.351849,23.421037;113.351159,23.421176;113.351159,23.421176;113.350833,23.421246;113.350833,23.421246;113.350747,23.421263;113.350747,23.421263;113.35026,23.421376;113.349839,23.42151;113.349839,23.42151;113.349575,23.421593;113.349575,23.421593;113.348741,23.422196;113.348537,23.422331',\n",
       "      'action': [],\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿花都大道向西北步行1248米',\n",
       "      'orientation': '西北',\n",
       "      'road': '花都大道',\n",
       "      'distance': '1248',\n",
       "      'duration': '998',\n",
       "      'polyline': '113.348533,23.422331;113.347452,23.423212;113.345399,23.424983;113.344727,23.425603;113.344727,23.425603;113.344089,23.426198;113.343776,23.426454;113.343247,23.426923;113.343247,23.426923;113.342843,23.427244;113.342843,23.427244;113.342257,23.427747;113.342257,23.427747;113.341845,23.428095;113.341845,23.428095;113.341602,23.428303;113.341602,23.428303;113.341081,23.428759;113.341081,23.428759;113.340286,23.429449;113.340286,23.429449;113.339761,23.429865;113.339562,23.430043',\n",
       "      'action': [],\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿花都大道辅路向西北步行797米直行',\n",
       "      'orientation': '西北',\n",
       "      'road': '花都大道辅路',\n",
       "      'distance': '797',\n",
       "      'duration': '638',\n",
       "      'polyline': '113.339557,23.430043;113.339518,23.430161;113.339227,23.430408;113.339227,23.430408;113.339023,23.43059;113.339023,23.43059;113.338785,23.43079;113.338785,23.43079;113.33822,23.431289;113.33822,23.431289;113.337396,23.432001;113.337396,23.432001;113.337135,23.432248;113.337135,23.432248;113.33697,23.432405;113.33697,23.432405;113.336823,23.432535;113.336823,23.432535;113.336632,23.4327;113.336632,23.4327;113.3351,23.434019;113.334193,23.434731;113.33395,23.434913;113.33385,23.434948',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿花都大道向西步行1270米',\n",
       "      'orientation': '西',\n",
       "      'road': '花都大道',\n",
       "      'distance': '1270',\n",
       "      'duration': '1016',\n",
       "      'polyline': '113.333845,23.434948;113.332964,23.435512;113.3325,23.435764;113.3325,23.435764;113.332188,23.435911;113.332188,23.435911;113.331727,23.436107;113.331727,23.436107;113.331497,23.436185;113.331497,23.436185;113.331224,23.436276;113.331224,23.436276;113.330647,23.436432;113.329996,23.436567;113.329996,23.436567;113.329392,23.436623;113.329392,23.436623;113.329141,23.436632;113.329141,23.436632;113.328898,23.436641;113.328898,23.436641;113.328633,23.436641;113.328633,23.436641;113.328424,23.436649;113.328424,23.436649;113.32809,23.436649;113.32809,23.436649;113.327873,23.436654;113.327873,23.436654;113.326237,23.436667;113.326237,23.436667;113.325456,23.43668;113.325456,23.43668;113.324479,23.436684;113.324154,23.436706;113.323845,23.436749;113.323589,23.436806;113.323589,23.436806;113.323503,23.436823;113.323277,23.436823;113.323121,23.43681;113.323121,23.43681;113.323008,23.436784;113.323008,23.436784;113.322556,23.436706;113.322556,23.436706;113.32178,23.436706',\n",
       "      'action': [],\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿花都大道辅路向西步行1532米直行',\n",
       "      'orientation': '西',\n",
       "      'road': '花都大道辅路',\n",
       "      'distance': '1532',\n",
       "      'duration': '1226',\n",
       "      'polyline': '113.321775,23.436706;113.321437,23.43674;113.320673,23.43668;113.320673,23.43668;113.32013,23.436654;113.32013,23.436654;113.319536,23.436619;113.319536,23.436619;113.319375,23.436615;113.319375,23.436615;113.319345,23.436615;113.319345,23.436615;113.319162,23.436606;113.319162,23.436606;113.318234,23.436589;113.318234,23.436589;113.317409,23.436589;113.317409,23.436589;113.31717,23.436593;113.31717,23.436593;113.316879,23.436623;113.316879,23.436623;113.316241,23.436693;113.316241,23.436693;113.315425,23.436788;113.315425,23.436788;113.315117,23.436797;113.315117,23.436797;113.31441,23.436801;113.31441,23.436801;113.312439,23.436793;113.312439,23.436793;113.311372,23.436745;113.311372,23.436745;113.310673,23.43668;113.310673,23.43668;113.310009,23.436606;113.310009,23.436606;113.308702,23.436484;113.308702,23.436484;113.307474,23.436376;113.307474,23.436376;113.306727,23.436319',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿花都大道向西步行2186米向左前方行走',\n",
       "      'orientation': '西',\n",
       "      'road': '花都大道',\n",
       "      'distance': '2186',\n",
       "      'duration': '1749',\n",
       "      'polyline': '113.306723,23.436315;113.306224,23.436263;113.306224,23.436263;113.305543,23.436185;113.305543,23.436185;113.305195,23.436141;113.305195,23.436141;113.304722,23.436094;113.304722,23.436094;113.302925,23.435907;113.302925,23.435907;113.300881,23.435729;113.300881,23.435729;113.299631,23.435668;113.298724,23.43566;113.297478,23.435699;113.297478,23.435699;113.29694,23.435734;113.29694,23.435734;113.296753,23.435747;113.296753,23.435747;113.296458,23.435773;113.296458,23.435773;113.296367,23.435777;113.296367,23.435777;113.295907,23.43582;113.295907,23.43582;113.295391,23.435859;113.295391,23.435859;113.294831,23.435907;113.294831,23.435907;113.29388,23.435994;113.29388,23.435994;113.292292,23.43612;113.292292,23.43612;113.291415,23.436185;113.291415,23.436185;113.290942,23.436202;113.290942,23.436202;113.290347,23.436202;113.290347,23.436202;113.289605,23.436202;113.289605,23.436202;113.289002,23.436189;113.289002,23.436189;113.288585,23.436172;113.288585,23.436172;113.288103,23.436055;113.287873,23.436024;113.287648,23.436007;113.287491,23.436007;113.287196,23.43605;113.287018,23.436055;113.286159,23.435981;113.286159,23.435981;113.285768,23.435916;113.285768,23.435916;113.285317,23.435851',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行9米右转',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '9',\n",
       "      'duration': '7',\n",
       "      'polyline': '113.285313,23.435846;113.285313,23.435768',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '1'},\n",
       "     {'instruction': '沿花都大道向西步行570米',\n",
       "      'orientation': '西',\n",
       "      'road': '花都大道',\n",
       "      'distance': '570',\n",
       "      'duration': '456',\n",
       "      'polyline': '113.285313,23.435764;113.28181,23.435234;113.28181,23.435234;113.279805,23.434935',\n",
       "      'action': [],\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向西南步行1749米向右前方行走',\n",
       "      'orientation': '西南',\n",
       "      'road': [],\n",
       "      'distance': '1749',\n",
       "      'duration': '1399',\n",
       "      'polyline': '113.2798,23.434931;113.277331,23.434601;113.27592,23.434371;113.272852,23.433898;113.272036,23.433728;113.271328,23.433555;113.270859,23.433407;113.270395,23.433207;113.27003,23.433021;113.269748,23.432843;113.26947,23.432643;113.268963,23.432248;113.268963,23.432248;113.268299,23.431359;113.268299,23.431359;113.267778,23.430642;113.267778,23.430642;113.267361,23.430074;113.267361,23.430074;113.266602,23.429032;113.266602,23.429032;113.266437,23.428815;113.266437,23.428815;113.266194,23.428472;113.266194,23.428472;113.265872,23.428025;113.265872,23.428025;113.265755,23.427839',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿花都大道向西步行1326米向左前方行走',\n",
       "      'orientation': '西',\n",
       "      'road': '花都大道',\n",
       "      'distance': '1326',\n",
       "      'duration': '1061',\n",
       "      'polyline': '113.265751,23.427834;113.265221,23.427391;113.264757,23.42707;113.264484,23.426927;113.264171,23.426788;113.263681,23.426632;113.26339,23.426571;113.263003,23.42651;113.262591,23.426471;113.262292,23.426458;113.261515,23.426458;113.260087,23.426497;113.260087,23.426497;113.259479,23.426541;113.259479,23.426541;113.259201,23.426549;113.259201,23.426549;113.256549,23.426593;113.256549,23.426593;113.255352,23.426615;113.255352,23.426615;113.255291,23.426615;113.255291,23.426615;113.254536,23.426628;113.253177,23.426571',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向西步行1589米',\n",
       "      'orientation': '西',\n",
       "      'road': [],\n",
       "      'distance': '1589',\n",
       "      'duration': '1271',\n",
       "      'polyline': '113.253173,23.426567;113.252969,23.426471;113.252643,23.426454;113.252643,23.426454;113.251359,23.42638;113.251359,23.42638;113.250742,23.426367;113.250742,23.426367;113.250499,23.426363;113.249423,23.426402;113.249423,23.426402;113.249049,23.426424;113.249049,23.426424;113.248681,23.42645;113.248681,23.42645;113.246576,23.426628;113.246576,23.426628;113.245326,23.426745;113.245026,23.426849;113.245026,23.426849;113.244553,23.426884;113.244097,23.426897;113.243494,23.426897;113.243494,23.426897;113.242799,23.426862;113.242253,23.426801;113.241528,23.426697;113.241528,23.426697;113.241037,23.426597;113.240299,23.426406;113.240299,23.426406;113.239258,23.426068;113.239258,23.426068;113.238772,23.425894;113.238772,23.425894;113.237847,23.42556',\n",
       "      'action': [],\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿花都大道向西步行349米向左前方行走',\n",
       "      'orientation': '西',\n",
       "      'road': '花都大道',\n",
       "      'distance': '349',\n",
       "      'duration': '279',\n",
       "      'polyline': '113.237843,23.425556;113.237565,23.425386;113.23678,23.425104;113.23678,23.425104;113.235699,23.424731;113.235699,23.424731;113.235621,23.424705;113.235621,23.424705;113.23523,23.424566;113.23523,23.424566;113.235117,23.42447;113.235026,23.424349;113.235026,23.424349;113.234926,23.42447;113.234926,23.42447;113.234787,23.424431',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行29米右转',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '29',\n",
       "      'duration': '23',\n",
       "      'polyline': '113.234783,23.424427;113.234596,23.424227',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '1'},\n",
       "     {'instruction': '沿凤凰北路步行56米直行',\n",
       "      'orientation': [],\n",
       "      'road': '凤凰北路',\n",
       "      'distance': '56',\n",
       "      'duration': '45',\n",
       "      'polyline': '113.234592,23.424223;113.234536,23.424262;113.234453,23.424284;113.234232,23.424258;113.234062,23.424262',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿花都大道向西步行736米向左前方行走',\n",
       "      'orientation': '西',\n",
       "      'road': '花都大道',\n",
       "      'distance': '736',\n",
       "      'duration': '589',\n",
       "      'polyline': '113.234058,23.424262;113.233889,23.42424;113.233889,23.42424;113.233116,23.424128;113.233116,23.424128;113.231936,23.424089;113.231936,23.424089;113.231454,23.424084;113.231163,23.424154;113.231163,23.424154;113.230655,23.424154;113.230655,23.424154;113.230464,23.424154;113.230464,23.424154;113.230043,23.424158;113.230043,23.424158;113.229136,23.424158;113.229136,23.424158;113.22819,23.424158;113.22819,23.424158;113.227856,23.424158;113.227856,23.424158;113.226832,23.424171',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿花都大道向西步行431米向左前方行走',\n",
       "      'orientation': '西',\n",
       "      'road': '花都大道',\n",
       "      'distance': '431',\n",
       "      'duration': '345',\n",
       "      'polyline': '113.226827,23.424171;113.226497,23.424084;113.226137,23.424071;113.225725,23.42408;113.224748,23.424154;113.224106,23.424245;113.224106,23.424245;113.223429,23.424401;113.223429,23.424401;113.223229,23.424466;113.223229,23.424466;113.223047,23.424379;113.223047,23.424379;113.222873,23.424562;113.222873,23.424562;113.222786,23.424588',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行23米右转',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '23',\n",
       "      'duration': '18',\n",
       "      'polyline': '113.222782,23.424588;113.222582,23.424479',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '1'},\n",
       "     {'instruction': '沿天贵北路步行47米直行',\n",
       "      'orientation': [],\n",
       "      'road': '天贵北路',\n",
       "      'distance': '47',\n",
       "      'duration': '38',\n",
       "      'polyline': '113.222587,23.424479;113.222543,23.424544;113.222543,23.424544;113.22247,23.424618;113.22224,23.424757',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿花都大道向西步行449米',\n",
       "      'orientation': '西',\n",
       "      'road': '花都大道',\n",
       "      'distance': '449',\n",
       "      'duration': '359',\n",
       "      'polyline': '113.222235,23.424757;113.219874,23.425547;113.219635,23.425638;113.219201,23.425885;113.219201,23.425885;113.218598,23.426076;113.218598,23.426076;113.218385,23.42615;113.218385,23.42615;113.218142,23.426228',\n",
       "      'action': [],\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿花都大道向西步行274米向左前方行走',\n",
       "      'orientation': '西',\n",
       "      'road': '花都大道',\n",
       "      'distance': '274',\n",
       "      'duration': '219',\n",
       "      'polyline': '113.218138,23.426228;113.2177,23.426289;113.216988,23.426519;113.216988,23.426519;113.216463,23.426697;113.216463,23.426697;113.216059,23.426823;113.216059,23.426823;113.215885,23.426879;113.215885,23.426879;113.215777,23.426914;113.215777,23.426914;113.215564,23.426979',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿花都大道步行46米向右后方行走',\n",
       "      'orientation': [],\n",
       "      'road': '花都大道',\n",
       "      'distance': '46',\n",
       "      'duration': '37',\n",
       "      'polyline': '113.21556,23.426979;113.215382,23.42694;113.215382,23.42694;113.215152,23.426814',\n",
       "      'action': '向右后方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿建设北路向北步行32米左转',\n",
       "      'orientation': '北',\n",
       "      'road': '建设北路',\n",
       "      'distance': '32',\n",
       "      'duration': '26',\n",
       "      'polyline': '113.215148,23.42681;113.215252,23.427075',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿花都大道向西步行1203米向左前方行走',\n",
       "      'orientation': '西',\n",
       "      'road': '花都大道',\n",
       "      'distance': '1203',\n",
       "      'duration': '962',\n",
       "      'polyline': '113.215252,23.427075;113.215135,23.427127;113.215135,23.427127;113.214722,23.42724;113.214722,23.42724;113.214358,23.427339;113.214358,23.427339;113.213342,23.427604;113.213342,23.427604;113.212543,23.4277;113.212543,23.4277;113.21217,23.427726;113.21217,23.427726;113.211467,23.427778;113.211467,23.427778;113.210872,23.427817;113.210872,23.427817;113.210291,23.42786;113.210291,23.42786;113.209878,23.427886;113.209878,23.427886;113.209141,23.427925;113.209141,23.427925;113.208789,23.427951;113.208789,23.427951;113.208264,23.427977;113.208264,23.427977;113.208003,23.428051;113.207856,23.428134;113.207856,23.428134;113.207635,23.428151;113.207635,23.428151;113.20704,23.428177;113.20704,23.428177;113.206623,23.428207;113.206623,23.428207;113.206424,23.428212;113.206424,23.428212;113.205707,23.428251;113.205707,23.428251;113.205074,23.428286;113.204071,23.428268;113.204071,23.428268;113.203555,23.428225',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿花都大道向西步行821米右转',\n",
       "      'orientation': '西',\n",
       "      'road': '花都大道',\n",
       "      'distance': '821',\n",
       "      'duration': '657',\n",
       "      'polyline': '113.20355,23.42822;113.203424,23.428121;113.203316,23.428073;113.202539,23.427891;113.201866,23.427726;113.201549,23.427626;113.200955,23.427409;113.200955,23.427409;113.200516,23.427231;113.200516,23.427231;113.200195,23.427096;113.200195,23.427096;113.199266,23.426701;113.199266,23.426701;113.198715,23.426463;113.198715,23.426463;113.197717,23.426029;113.197274,23.425851;113.197274,23.425851;113.197092,23.425777;113.196649,23.425673;113.196649,23.425673;113.196519,23.425642;113.196519,23.425642;113.196063,23.425521',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿狮岭大道东向西北步行34米左转',\n",
       "      'orientation': '西北',\n",
       "      'road': '狮岭大道东',\n",
       "      'distance': '34',\n",
       "      'duration': '27',\n",
       "      'polyline': '113.196059,23.425516;113.19582,23.42572',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿花都大道向西步行1206米向右前方行走',\n",
       "      'orientation': '西',\n",
       "      'road': '花都大道',\n",
       "      'distance': '1206',\n",
       "      'duration': '965',\n",
       "      'polyline': '113.195816,23.42572;113.195421,23.42566;113.195421,23.42566;113.195056,23.425573;113.195056,23.425573;113.194375,23.425443;113.194375,23.425443;113.193016,23.425191;113.192209,23.424996;113.191914,23.424826;113.191914,23.424826;113.191194,23.42467;113.190647,23.42454;113.190647,23.42454;113.189774,23.424345;113.189136,23.424162;113.188915,23.424084;113.188915,23.424084;113.188281,23.423837;113.187847,23.423637;113.187847,23.423637;113.187769,23.423589;113.187769,23.423589;113.187122,23.423247;113.187122,23.423247;113.18651,23.422865;113.185916,23.422444;113.185916,23.422444;113.184948,23.42181',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿花都大道向西步行40米向左前方行走',\n",
       "      'orientation': '西',\n",
       "      'road': '花都大道',\n",
       "      'distance': '40',\n",
       "      'duration': '32',\n",
       "      'polyline': '113.184944,23.421806;113.184818,23.421836;113.184557,23.421832',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿花都大道向西南步行282米右转',\n",
       "      'orientation': '西南',\n",
       "      'road': '花都大道',\n",
       "      'distance': '282',\n",
       "      'duration': '226',\n",
       "      'polyline': '113.184553,23.421827;113.184384,23.421766;113.184236,23.421701;113.183941,23.421497;113.183941,23.421497;113.182504,23.420586;113.182374,23.420543;113.1823,23.420543;113.182214,23.420582',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿学府路向西北步行1300米右转',\n",
       "      'orientation': '西北',\n",
       "      'road': '学府路',\n",
       "      'distance': '1300',\n",
       "      'duration': '1040',\n",
       "      'polyline': '113.182209,23.420582;113.181254,23.421632;113.181254,23.421632;113.180551,23.422426;113.180551,23.422426;113.179974,23.423069;113.179974,23.423069;113.178867,23.424319;113.178867,23.424319;113.17786,23.425434;113.17786,23.425434;113.177721,23.425603;113.1773,23.425937;113.1773,23.425937;113.176793,23.426319;113.176793,23.426319;113.176042,23.426897;113.176042,23.426897;113.175816,23.427075;113.175608,23.427279;113.175074,23.42793;113.175074,23.42793;113.174991,23.428038;113.174991,23.428038;113.174457,23.428676;113.174457,23.428676;113.174327,23.428863;113.174327,23.428863;113.174206,23.429015;113.174206,23.429015;113.174149,23.429084;113.174149,23.429084;113.173845,23.429457',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向北步行228米向左前方行走',\n",
       "      'orientation': '北',\n",
       "      'road': [],\n",
       "      'distance': '228',\n",
       "      'duration': '182',\n",
       "      'polyline': '113.173841,23.429457;113.174023,23.429575;113.174023,23.429575;113.174132,23.429653;113.174132,23.429653;113.174427,23.429857;113.174427,23.429857;113.174805,23.430191;113.174826,23.430282;113.174822,23.43033;113.174479,23.43076;113.17444,23.430838;113.174397,23.430998',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向西北步行462米到达目的地',\n",
       "      'orientation': '西北',\n",
       "      'road': [],\n",
       "      'distance': '462',\n",
       "      'duration': '370',\n",
       "      'polyline': '113.174392,23.430998;113.174371,23.431016;113.174371,23.431016;113.17428,23.431089;113.17428,23.431089;113.173976,23.431359;113.173976,23.431359;113.173885,23.431437;113.173594,23.431623;113.173594,23.431623;113.172808,23.432031;113.172509,23.4323;113.172418,23.432435;113.172318,23.432639;113.172235,23.432908;113.172222,23.433056;113.172222,23.433225;113.172279,23.433472;113.172279,23.433472;113.172331,23.433615;113.172483,23.433867;113.17263,23.434032;113.172713,23.434119',\n",
       "      'action': [],\n",
       "      'assistant_action': '到达目的地',\n",
       "      'walk_type': '0'}]}]}}"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "origin='113.678600,23.633329'\n",
    "location='113.172819,23.434030'\n",
    "walking(key,origin,location,sig=None,output='json',callback=None)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 学生练习（路径规划（公交车）（广州大学松田学院-->花城广场））："
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "1.公交URL：https://restapi.amap.com/v3/direction/transit/integrated?parameters    \n",
    "2.请求方式：request.get   \n",
    "3.必填参数：key,origin,destination,city  "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 先找出两个地方的经纬度"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests,json\n",
    "import pandas as pd\n",
    "key='18ef7dd6aeefc21dade574262c00f213'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    " url='https://restapi.amap.com/v3/geocode/geo?parameters'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": [
    " 广大松田_address = \"广东省广州市增城区广州大学松田学院\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [],
   "source": [
    " def geocode(key,address,city=None,batch='false',sig=None,output='json',callback=None):\n",
    "    url='https://restapi.amap.com/v3/geocode/geo?parameters'\n",
    "    params={\n",
    "    'key':key,\n",
    "    'address':address,\n",
    "    'city':city,\n",
    "    'batch':batch,\n",
    "    'sig':sig,\n",
    "    'output':output,\n",
    "    'callback':callback\n",
    "    }\n",
    "    response=requests.get(url,params=params)\n",
    "    results=response.json()['geocodes'][0]['location']\n",
    "    # return\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'113.726044,23.277077'"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    " address1='广东省广州市广州大学松田学院'\n",
    "广大松田_location=geocode(key,address1,city=None,batch='false',sig=None,output='json',callback=None)\n",
    "广大松田_location"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "origin = '113.726044,23.277077'\n",
    "destination =  '113.324596,23.119990'\n",
    "city = \"广州\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "广大松田_address = \"广东省广州市广州大学松田学院\"\n",
    "花城广场_address = \"广东省广州市花城广场\"\n",
    "def bus(key,origin,destination,city):\n",
    "    z_url = \"https://restapi.amap.com/v3/direction/transit/integrated?parameters\"\n",
    "    params = {\n",
    "        \"key\":key,\n",
    "        \"origin\":origin,\n",
    "        \"destination\":destination,\n",
    "        \"city\":city,\n",
    "    }\n",
    "    r = requests.get(z_url,params=params)\n",
    "    result = r.json()\n",
    "    return result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'count': '5',\n",
       " 'route': {'origin': '113.726044,23.277077',\n",
       "  'destination': '113.324596,23.119990',\n",
       "  'distance': '53347',\n",
       "  'taxi_cost': '173',\n",
       "  'transits': [{'cost': '10.0',\n",
       "    'duration': '6998',\n",
       "    'nightflag': '0',\n",
       "    'walking_distance': '3018',\n",
       "    'distance': '60788',\n",
       "    'missed': '0',\n",
       "    'segments': [{'taxi': [],\n",
       "      'walking': {'origin': '113.726044,23.277035',\n",
       "       'destination': '113.744537,23.276424',\n",
       "       'distance': '2278',\n",
       "       'duration': '1952',\n",
       "       'steps': [{'instruction': '步行118米左转',\n",
       "         'road': [],\n",
       "         'distance': '118',\n",
       "         'duration': [],\n",
       "         'polyline': '113.726044,23.277035;113.726669,23.277105;113.726990,23.277122;113.727119,23.277113;113.727203,23.277071',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行41米右转',\n",
       "         'road': [],\n",
       "         'distance': '41',\n",
       "         'duration': [],\n",
       "         'polyline': '113.727203,23.277065;113.727386,23.277405',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行31米向左前方行走',\n",
       "         'road': [],\n",
       "         'distance': '31',\n",
       "         'duration': [],\n",
       "         'polyline': '113.727386,23.277405;113.727646,23.277256',\n",
       "         'action': '向左前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行413米右转',\n",
       "         'road': [],\n",
       "         'distance': '413',\n",
       "         'duration': [],\n",
       "         'polyline': '113.727646,23.277252;113.727806,23.277275;113.727974,23.277256;113.728828,23.276901;113.729118,23.276901;113.729446,23.276901;113.729843,23.276932;113.730446,23.277018;113.730919,23.277040;113.730965,23.277075;113.730972,23.277122;113.730965,23.277197;113.730858,23.277643',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行181米向右前方行走',\n",
       "         'road': [],\n",
       "         'distance': '181',\n",
       "         'duration': [],\n",
       "         'polyline': '113.730858,23.277643;113.731018,23.277674;113.731468,23.277752;113.731560,23.277765;113.731644,23.277735;113.731819,23.277075;113.731850,23.276983;113.731949,23.276875',\n",
       "         'action': '向右前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿北环路步行153米左转',\n",
       "         'road': '北环路',\n",
       "         'distance': '153',\n",
       "         'duration': [],\n",
       "         'polyline': '113.731949,23.276871;113.731987,23.276827;113.732056,23.276503;113.732208,23.275517',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿朱村大道东步行1209米左转',\n",
       "         'road': '朱村大道东',\n",
       "         'distance': '1209',\n",
       "         'duration': [],\n",
       "         'polyline': '113.732208,23.275513;113.732986,23.275625;113.733253,23.275652;113.733788,23.275677;113.734428,23.275681;113.735413,23.275629;113.736610,23.275547;113.738106,23.275452;113.738899,23.275412;113.739311,23.275412;113.739769,23.275429;113.740166,23.275469;113.740799,23.275560;113.741524,23.275707;113.741829,23.275782;113.742752,23.276020;113.743156,23.276129;113.743927,23.276333',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行132米到达山田',\n",
       "         'road': [],\n",
       "         'distance': '132',\n",
       "         'duration': [],\n",
       "         'polyline': '113.743927,23.276333;113.743851,23.276615;113.744003,23.276657;113.744118,23.276320;113.744537,23.276424',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达山田'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '山田',\n",
       "          'id': '900000046003003',\n",
       "          'location': '113.744543,23.276428'},\n",
       "         'arrival_stop': {'name': '员村',\n",
       "          'id': '900000046003033',\n",
       "          'location': '113.363663,23.115768'},\n",
       "         'name': '地铁21号线(增城广场--员村)',\n",
       "         'id': '900000046003',\n",
       "         'type': '地铁线路',\n",
       "         'distance': '53902',\n",
       "         'duration': '3989',\n",
       "         'polyline': 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       "         'via_stops': [{'name': '朱村',\n",
       "           'id': '900000046003021',\n",
       "           'location': '113.701415,23.272316'},\n",
       "          {'name': '凤岗',\n",
       "           'id': '900000046003004',\n",
       "           'location': '113.670634,23.275961'},\n",
       "          {'name': '坑贝',\n",
       "           'id': '900000046003005',\n",
       "           'location': '113.642606,23.278769'},\n",
       "          {'name': '中新',\n",
       "           'id': '900000046003006',\n",
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       "          {'name': '镇龙',\n",
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       "          {'name': '金坑',\n",
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       "          {'name': '苏元',\n",
       "           'id': '900000046003025',\n",
       "           'location': '113.467829,23.169958'},\n",
       "          {'name': '科学城',\n",
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       "           'id': '900000046003027',\n",
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       "          {'name': '天河智慧城',\n",
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       "          {'name': '大观南路',\n",
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       "          {'name': '天河公园',\n",
       "           'id': '900000046003032',\n",
       "           'location': '113.362879,23.125317'}]}]},\n",
       "      'entrance': {'name': 'D口', 'location': '113.743851,23.276619'},\n",
       "      'exit': [],\n",
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       "         'name': '地铁5号线(文冲--滘口)',\n",
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       "         'start_time': '0600',\n",
       "         'end_time': '2255',\n",
       "         'via_num': '2',\n",
       "         'via_stops': [{'name': '潭村',\n",
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       "           'location': '113.345949,23.117366'},\n",
       "          {'name': '猎德',\n",
       "           'id': '440100023038012',\n",
       "           'location': '113.332105,23.118539'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': {'name': 'D口', 'location': '113.321892,23.119982'},\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.321205,23.119293',\n",
       "       'destination': '113.324570,23.119987',\n",
       "       'distance': '739',\n",
       "       'duration': '633',\n",
       "       'steps': [{'instruction': '步行180米左转',\n",
       "         'road': [],\n",
       "         'distance': '180',\n",
       "         'duration': [],\n",
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       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行30米右转',\n",
       "         'road': [],\n",
       "         'distance': '30',\n",
       "         'duration': [],\n",
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       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行6米左转',\n",
       "         'road': [],\n",
       "         'distance': '6',\n",
       "         'duration': [],\n",
       "         'polyline': '113.321564,23.119705;113.321510,23.119678',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿华夏路步行16米向左前方行走',\n",
       "         'road': '华夏路',\n",
       "         'distance': '16',\n",
       "         'duration': [],\n",
       "         'polyline': '113.321503,23.119675;113.321457,23.119640;113.321541,23.119587',\n",
       "         'action': '向左前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行80米往前走',\n",
       "         'road': [],\n",
       "         'distance': '80',\n",
       "         'duration': [],\n",
       "         'polyline': '113.321541,23.119583;113.322327,23.119501',\n",
       "         'action': '往前走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行170米往前走',\n",
       "         'road': [],\n",
       "         'distance': '170',\n",
       "         'duration': [],\n",
       "         'polyline': '113.322327,23.119497;113.322388,23.119497;113.322586,23.119497;113.323021,23.119497;113.323425,23.119440;113.323730,23.119202;113.323914,23.119202',\n",
       "         'action': '往前走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行67米右转',\n",
       "         'road': [],\n",
       "         'distance': '67',\n",
       "         'duration': [],\n",
       "         'polyline': '113.323914,23.119198;113.324234,23.119137;113.324562,23.119110',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行190米',\n",
       "         'road': [],\n",
       "         'distance': '190',\n",
       "         'duration': [],\n",
       "         'polyline': '113.324562,23.119106;113.324554,23.118828;113.324722,23.118828;113.324722,23.119562;113.324554,23.119562;113.324554,23.119587;113.324570,23.119987',\n",
       "         'action': [],\n",
       "         'assistant_action': []}]},\n",
       "      'bus': {'buslines': []},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}}]},\n",
       "   {'cost': '12.0',\n",
       "    'duration': '6616',\n",
       "    'nightflag': '0',\n",
       "    'walking_distance': '1881',\n",
       "    'distance': '57724',\n",
       "    'missed': '0',\n",
       "    'segments': [{'taxi': [],\n",
       "      'walking': {'origin': '113.726044,23.277035',\n",
       "       'destination': '113.724205,23.274288',\n",
       "       'distance': '933',\n",
       "       'duration': '799',\n",
       "       'steps': [{'instruction': '步行26米右转',\n",
       "         'road': [],\n",
       "         'distance': '26',\n",
       "         'duration': [],\n",
       "         'polyline': '113.726044,23.277035;113.725792,23.277014',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行52米左转',\n",
       "         'road': [],\n",
       "         'distance': '52',\n",
       "         'duration': [],\n",
       "         'polyline': '113.725792,23.277010;113.725754,23.277479',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行318米左转',\n",
       "         'road': [],\n",
       "         'distance': '318',\n",
       "         'duration': [],\n",
       "         'polyline': '113.725754,23.277479;113.725075,23.277456;113.723892,23.277365;113.723679,23.277361;113.722633,23.277292',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行138米左转',\n",
       "         'road': [],\n",
       "         'distance': '138',\n",
       "         'duration': [],\n",
       "         'polyline': '113.722633,23.277287;113.722687,23.276640;113.722710,23.276037',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行20米向右前方行走',\n",
       "         'road': [],\n",
       "         'distance': '20',\n",
       "         'duration': [],\n",
       "         'polyline': '113.722710,23.276033;113.722778,23.276003;113.722824,23.275959;113.722832,23.275925',\n",
       "         'action': '向右前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行20米向左前方行走',\n",
       "         'road': [],\n",
       "         'distance': '20',\n",
       "         'duration': [],\n",
       "         'polyline': '113.722832,23.275921;113.722832,23.275885;113.722816,23.275826;113.722755,23.275768',\n",
       "         'action': '向左前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行64米左转',\n",
       "         'road': [],\n",
       "         'distance': '64',\n",
       "         'duration': [],\n",
       "         'polyline': '113.722748,23.275764;113.722801,23.275183',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行97米左转',\n",
       "         'road': [],\n",
       "         'distance': '97',\n",
       "         'duration': [],\n",
       "         'polyline': '113.722801,23.275177;113.722946,23.275177;113.723053,23.275143;113.723122,23.275091;113.723145,23.274979;113.723137,23.274904;113.723083,23.274826;113.723053,23.274801;113.723007,23.274775;113.722809,23.274734',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行64米左转',\n",
       "         'road': [],\n",
       "         'distance': '64',\n",
       "         'duration': [],\n",
       "         'polyline': '113.722809,23.274731;113.722809,23.274656;113.722809,23.274567;113.722870,23.274153',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿朱村大道东步行134米到达松田学院',\n",
       "         'road': '朱村大道东',\n",
       "         'distance': '134',\n",
       "         'duration': [],\n",
       "         'polyline': '113.722870,23.274149;113.723022,23.274162;113.723610,23.274223;113.724144,23.274284;113.724205,23.274288',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达松田学院'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '松田学院',\n",
       "          'id': '440100015822020',\n",
       "          'location': '113.724205,23.274288'},\n",
       "         'arrival_stop': {'name': '朱村地铁站',\n",
       "          'id': '440100015822038',\n",
       "          'location': '113.701195,23.272390'},\n",
       "         'name': '增城2路(公汽公司--燕岗桥)',\n",
       "         'id': '440100015822',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '2194',\n",
       "         'duration': '880',\n",
       "         'polyline': '113.724205,23.274288;113.724144,23.274284;113.723457,23.274206;113.722878,23.274149;113.722427,23.274107;113.720810,23.273979;113.719414,23.273911;113.718086,23.273867;113.715904,23.273808;113.714592,23.273767;113.713219,23.273729;113.712807,23.273720;113.712059,23.273689;113.712051,23.273689;113.711838,23.273680;113.710892,23.273588;113.710335,23.273502;113.709541,23.273342;113.708496,23.273108;113.707802,23.272951;113.707085,23.272795;113.706642,23.272705;113.706375,23.272652;113.705772,23.272583;113.705353,23.272539;113.704659,23.272505;113.703835,23.272472;113.702736,23.272444;113.702675,23.272444;113.702003,23.272423;113.701439,23.272400;113.701195,23.272390',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0600',\n",
       "         'end_time': '2000',\n",
       "         'via_num': '1',\n",
       "         'via_stops': [{'name': '横塱村',\n",
       "           'id': '440100015822021',\n",
       "           'location': '113.712059,23.273689'}]},\n",
       "        {'departure_stop': {'name': '松田学院',\n",
       "          'id': '440100018116013',\n",
       "          'location': '113.724205,23.274288'},\n",
       "         'arrival_stop': {'name': '朱村地铁站',\n",
       "          'id': '440100018116015',\n",
       "          'location': '113.701195,23.272396'},\n",
       "         'name': '增城13路(广运车站--仙村公交总站)',\n",
       "         'id': '440100018116',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '2133',\n",
       "         'duration': '1180',\n",
       "         'polyline': '113.724205,23.274288;113.724144,23.274279;113.723457,23.274206;113.722870,23.274145;113.722427,23.274101;113.720810,23.273985;113.719421,23.273911;113.718048,23.273867;113.715851,23.273806;113.713211,23.273733;113.712807,23.273720;113.712082,23.273689;113.711838,23.273680;113.711372,23.273642;113.710884,23.273590;113.710335,23.273502;113.709541,23.273342;113.709129,23.273254;113.707809,23.272951;113.707085,23.272795;113.706886,23.272751;113.706375,23.272652;113.705933,23.272587;113.705345,23.272539;113.704788,23.272509;113.703835,23.272474;113.702744,23.272444;113.702682,23.272444;113.701996,23.272423;113.701370,23.272404;113.701195,23.272396',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0630',\n",
       "         'end_time': '1930',\n",
       "         'via_num': '1',\n",
       "         'via_stops': [{'name': '横塱村',\n",
       "           'id': '440100018116014',\n",
       "           'location': '113.712082,23.273689'}]},\n",
       "        {'departure_stop': {'name': '松田学院',\n",
       "          'id': '440100018112011',\n",
       "          'location': '113.724258,23.274294'},\n",
       "         'arrival_stop': {'name': '朱村地铁站',\n",
       "          'id': '440100018112061',\n",
       "          'location': '113.701149,23.272390'},\n",
       "         'name': '增城11路(二汽增城客运站--二汽福和车站)',\n",
       "         'id': '440100018112',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '2156',\n",
       "         'duration': '1182',\n",
       "         'polyline': '113.724258,23.274294;113.724144,23.274284;113.723457,23.274206;113.722878,23.274149;113.722427,23.274107;113.720810,23.273979;113.719414,23.273911;113.718086,23.273867;113.715904,23.273808;113.714592,23.273767;113.713219,23.273729;113.712807,23.273720;113.712151,23.273693;113.711838,23.273680;113.710892,23.273588;113.710335,23.273502;113.709541,23.273342;113.708496,23.273108;113.707802,23.272951;113.707085,23.272795;113.706642,23.272705;113.706375,23.272652;113.705772,23.272583;113.705353,23.272539;113.704659,23.272505;113.703835,23.272472;113.702736,23.272444;113.702675,23.272444;113.702003,23.272423;113.701439,23.272400;113.701149,23.272390',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0600',\n",
       "         'end_time': '2130',\n",
       "         'via_num': '1',\n",
       "         'via_stops': [{'name': '横塱村',\n",
       "           'id': '440100018112012',\n",
       "           'location': '113.712151,23.273693'}]},\n",
       "        {'departure_stop': {'name': '松田学院',\n",
       "          'id': '900000111888015',\n",
       "          'location': '113.724358,23.274306'},\n",
       "         'arrival_stop': {'name': '朱村地铁站',\n",
       "          'id': '900000111888017',\n",
       "          'location': '113.701415,23.272400'},\n",
       "         'name': '增城49路(七彩澳游--碧桂园城市花园)',\n",
       "         'id': '900000111888',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '2155',\n",
       "         'duration': '835',\n",
       "         'polyline': '113.724358,23.274306;113.724141,23.274284;113.723611,23.274223;113.722878,23.274149;113.722431,23.274106;113.720807,23.273980;113.719414,23.273911;113.718086,23.273867;113.716003,23.273811;113.715868,23.273806;113.714592,23.273767;113.714015,23.273750;113.713220,23.273728;113.712752,23.273720;113.712153,23.273694;113.711836,23.273681;113.710890,23.273589;113.710339,23.273503;113.709540,23.273342;113.708494,23.273108;113.707808,23.272951;113.707083,23.272795;113.706636,23.272704;113.706372,23.272652;113.705781,23.272582;113.705352,23.272539;113.704657,23.272504;113.703828,23.272474;113.702739,23.272444;113.702678,23.272444;113.702001,23.272422;113.701441,23.272400;113.701415,23.272400',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0630',\n",
       "         'end_time': '1830',\n",
       "         'via_num': '1',\n",
       "         'via_stops': [{'name': '横塱村',\n",
       "           'id': '900000111888016',\n",
       "           'location': '113.712153,23.273694'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.701195,23.272390',\n",
       "       'destination': '113.701408,23.272318',\n",
       "       'distance': '208',\n",
       "       'duration': '178',\n",
       "       'steps': [{'instruction': '沿朱村大道中步行49米右转',\n",
       "         'road': '朱村大道中',\n",
       "         'distance': '49',\n",
       "         'duration': [],\n",
       "         'polyline': '113.701195,23.272390;113.700706,23.272383',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行159米到达朱村',\n",
       "         'road': [],\n",
       "         'distance': '159',\n",
       "         'duration': [],\n",
       "         'polyline': '113.700706,23.272383;113.700706,23.272739;113.700829,23.272739;113.700836,23.272301;113.701408,23.272318',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达朱村'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '朱村',\n",
       "          'id': '900000046003021',\n",
       "          'location': '113.701415,23.272316'},\n",
       "         'arrival_stop': {'name': '员村',\n",
       "          'id': '900000046003033',\n",
       "          'location': '113.363663,23.115768'},\n",
       "         'name': '地铁21号线(增城广场--员村)',\n",
       "         'id': '900000046003',\n",
       "         'type': '地铁线路',\n",
       "         'distance': '49781',\n",
       "         'duration': '3701',\n",
       "         'polyline': 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       "         'bustimetag': '0',\n",
       "         'start_time': '0600',\n",
       "         'end_time': '2235',\n",
       "         'via_num': '16',\n",
       "         'via_stops': [{'name': '凤岗',\n",
       "           'id': '900000046003004',\n",
       "           'location': '113.670634,23.275961'},\n",
       "          {'name': '坑贝',\n",
       "           'id': '900000046003005',\n",
       "           'location': '113.642606,23.278769'},\n",
       "          {'name': '中新',\n",
       "           'id': '900000046003006',\n",
       "           'location': '113.613131,23.285303'},\n",
       "          {'name': '镇龙',\n",
       "           'id': '900000046003007',\n",
       "           'location': '113.593000,23.284514'},\n",
       "          {'name': '镇龙西',\n",
       "           'id': '900000046003008',\n",
       "           'location': '113.573793,23.278088'},\n",
       "          {'name': '金坑',\n",
       "           'id': '900000046003022',\n",
       "           'location': '113.526727,23.249328'},\n",
       "          {'name': '长平',\n",
       "           'id': '900000046003023',\n",
       "           'location': '113.489704,23.210341'},\n",
       "          {'name': '水西',\n",
       "           'id': '900000046003024',\n",
       "           'location': '113.479492,23.186954'},\n",
       "          {'name': '苏元',\n",
       "           'id': '900000046003025',\n",
       "           'location': '113.467829,23.169958'},\n",
       "          {'name': '科学城',\n",
       "           'id': '900000046003026',\n",
       "           'location': '113.449250,23.165651'},\n",
       "          {'name': '神舟路',\n",
       "           'id': '900000046003027',\n",
       "           'location': '113.431334,23.165215'},\n",
       "          {'name': '天河智慧城',\n",
       "           'id': '900000046003028',\n",
       "           'location': '113.403184,23.163275'},\n",
       "          {'name': '大观南路',\n",
       "           'id': '900000046003029',\n",
       "           'location': '113.406947,23.144575'},\n",
       "          {'name': '黄村',\n",
       "           'id': '900000046003030',\n",
       "           'location': '113.407274,23.131814'},\n",
       "          {'name': '棠东',\n",
       "           'id': '900000046003031',\n",
       "           'location': '113.389744,23.130922'},\n",
       "          {'name': '天河公园',\n",
       "           'id': '900000046003032',\n",
       "           'location': '113.362879,23.125317'}]}]},\n",
       "      'entrance': {'name': 'D口', 'location': '113.700706,23.272738'},\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': [],\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '员村',\n",
       "          'id': '440100023038010',\n",
       "          'location': '113.363663,23.115768'},\n",
       "         'arrival_stop': {'name': '珠江新城',\n",
       "          'id': '440100023038013',\n",
       "          'location': '113.321206,23.119293'},\n",
       "         'name': '地铁5号线(文冲--滘口)',\n",
       "         'id': '440100023038',\n",
       "         'type': '地铁线路',\n",
       "         'distance': '3868',\n",
       "         'duration': '423',\n",
       "         'polyline': '113.363663,23.115768;113.362917,23.115772;113.353770,23.116557;113.347295,23.117264;113.345949,23.117366;113.344663,23.117464;113.341315,23.117680;113.338429,23.118002;113.332697,23.118502;113.332105,23.118539;113.331498,23.118582;113.329169,23.118750;113.326668,23.118952;113.324445,23.119121;113.322586,23.119290;113.321206,23.119293',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0600',\n",
       "         'end_time': '2255',\n",
       "         'via_num': '2',\n",
       "         'via_stops': [{'name': '潭村',\n",
       "           'id': '440100023038011',\n",
       "           'location': '113.345949,23.117366'},\n",
       "          {'name': '猎德',\n",
       "           'id': '440100023038012',\n",
       "           'location': '113.332105,23.118539'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': {'name': 'D口', 'location': '113.321892,23.119982'},\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.321205,23.119293',\n",
       "       'destination': '113.324570,23.119987',\n",
       "       'distance': '739',\n",
       "       'duration': '633',\n",
       "       'steps': [{'instruction': '步行180米左转',\n",
       "         'road': [],\n",
       "         'distance': '180',\n",
       "         'duration': [],\n",
       "         'polyline': '113.321205,23.119293;113.321205,23.119293;113.321724,23.119297;113.321884,23.119297;113.321884,23.119978;113.321526,23.119987',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行30米右转',\n",
       "         'road': [],\n",
       "         'distance': '30',\n",
       "         'duration': [],\n",
       "         'polyline': '113.321526,23.119987;113.321518,23.119831;113.321564,23.119709',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行6米左转',\n",
       "         'road': [],\n",
       "         'distance': '6',\n",
       "         'duration': [],\n",
       "         'polyline': '113.321564,23.119705;113.321510,23.119678',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿华夏路步行16米向左前方行走',\n",
       "         'road': '华夏路',\n",
       "         'distance': '16',\n",
       "         'duration': [],\n",
       "         'polyline': '113.321503,23.119675;113.321457,23.119640;113.321541,23.119587',\n",
       "         'action': '向左前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行80米往前走',\n",
       "         'road': [],\n",
       "         'distance': '80',\n",
       "         'duration': [],\n",
       "         'polyline': '113.321541,23.119583;113.322327,23.119501',\n",
       "         'action': '往前走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行170米往前走',\n",
       "         'road': [],\n",
       "         'distance': '170',\n",
       "         'duration': [],\n",
       "         'polyline': '113.322327,23.119497;113.322388,23.119497;113.322586,23.119497;113.323021,23.119497;113.323425,23.119440;113.323730,23.119202;113.323914,23.119202',\n",
       "         'action': '往前走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行67米右转',\n",
       "         'road': [],\n",
       "         'distance': '67',\n",
       "         'duration': [],\n",
       "         'polyline': '113.323914,23.119198;113.324234,23.119137;113.324562,23.119110',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行190米',\n",
       "         'road': [],\n",
       "         'distance': '190',\n",
       "         'duration': [],\n",
       "         'polyline': '113.324562,23.119106;113.324554,23.118828;113.324722,23.118828;113.324722,23.119562;113.324554,23.119562;113.324554,23.119587;113.324570,23.119987',\n",
       "         'action': [],\n",
       "         'assistant_action': []}]},\n",
       "      'bus': {'buslines': []},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}}]},\n",
       "   {'cost': '14.0',\n",
       "    'duration': '6855',\n",
       "    'nightflag': '0',\n",
       "    'walking_distance': '1388',\n",
       "    'distance': '58025',\n",
       "    'missed': '0',\n",
       "    'segments': [{'taxi': [],\n",
       "      'walking': {'origin': '113.726044,23.277035',\n",
       "       'destination': '113.724205,23.274288',\n",
       "       'distance': '933',\n",
       "       'duration': '799',\n",
       "       'steps': [{'instruction': '步行26米右转',\n",
       "         'road': [],\n",
       "         'distance': '26',\n",
       "         'duration': [],\n",
       "         'polyline': '113.726044,23.277035;113.725792,23.277014',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行52米左转',\n",
       "         'road': [],\n",
       "         'distance': '52',\n",
       "         'duration': [],\n",
       "         'polyline': '113.725792,23.277010;113.725754,23.277479',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行318米左转',\n",
       "         'road': [],\n",
       "         'distance': '318',\n",
       "         'duration': [],\n",
       "         'polyline': '113.725754,23.277479;113.725075,23.277456;113.723892,23.277365;113.723679,23.277361;113.722633,23.277292',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行138米左转',\n",
       "         'road': [],\n",
       "         'distance': '138',\n",
       "         'duration': [],\n",
       "         'polyline': '113.722633,23.277287;113.722687,23.276640;113.722710,23.276037',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行20米向右前方行走',\n",
       "         'road': [],\n",
       "         'distance': '20',\n",
       "         'duration': [],\n",
       "         'polyline': '113.722710,23.276033;113.722778,23.276003;113.722824,23.275959;113.722832,23.275925',\n",
       "         'action': '向右前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行20米向左前方行走',\n",
       "         'road': [],\n",
       "         'distance': '20',\n",
       "         'duration': [],\n",
       "         'polyline': '113.722832,23.275921;113.722832,23.275885;113.722816,23.275826;113.722755,23.275768',\n",
       "         'action': '向左前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行64米左转',\n",
       "         'road': [],\n",
       "         'distance': '64',\n",
       "         'duration': [],\n",
       "         'polyline': '113.722748,23.275764;113.722801,23.275183',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行97米左转',\n",
       "         'road': [],\n",
       "         'distance': '97',\n",
       "         'duration': [],\n",
       "         'polyline': '113.722801,23.275177;113.722946,23.275177;113.723053,23.275143;113.723122,23.275091;113.723145,23.274979;113.723137,23.274904;113.723083,23.274826;113.723053,23.274801;113.723007,23.274775;113.722809,23.274734',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行64米左转',\n",
       "         'road': [],\n",
       "         'distance': '64',\n",
       "         'duration': [],\n",
       "         'polyline': '113.722809,23.274731;113.722809,23.274656;113.722809,23.274567;113.722870,23.274153',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿朱村大道东步行134米到达松田学院',\n",
       "         'road': '朱村大道东',\n",
       "         'distance': '134',\n",
       "         'duration': [],\n",
       "         'polyline': '113.722870,23.274149;113.723022,23.274162;113.723610,23.274223;113.724144,23.274284;113.724205,23.274288',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达松田学院'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '松田学院',\n",
       "          'id': '440100015822020',\n",
       "          'location': '113.724205,23.274288'},\n",
       "         'arrival_stop': {'name': '朱村地铁站',\n",
       "          'id': '440100015822038',\n",
       "          'location': '113.701195,23.272390'},\n",
       "         'name': '增城2路(公汽公司--燕岗桥)',\n",
       "         'id': '440100015822',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '2194',\n",
       "         'duration': '880',\n",
       "         'polyline': '113.724205,23.274288;113.724144,23.274284;113.723457,23.274206;113.722878,23.274149;113.722427,23.274107;113.720810,23.273979;113.719414,23.273911;113.718086,23.273867;113.715904,23.273808;113.714592,23.273767;113.713219,23.273729;113.712807,23.273720;113.712059,23.273689;113.712051,23.273689;113.711838,23.273680;113.710892,23.273588;113.710335,23.273502;113.709541,23.273342;113.708496,23.273108;113.707802,23.272951;113.707085,23.272795;113.706642,23.272705;113.706375,23.272652;113.705772,23.272583;113.705353,23.272539;113.704659,23.272505;113.703835,23.272472;113.702736,23.272444;113.702675,23.272444;113.702003,23.272423;113.701439,23.272400;113.701195,23.272390',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0600',\n",
       "         'end_time': '2000',\n",
       "         'via_num': '1',\n",
       "         'via_stops': [{'name': '横塱村',\n",
       "           'id': '440100015822021',\n",
       "           'location': '113.712059,23.273689'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.701195,23.272390',\n",
       "       'destination': '113.701408,23.272318',\n",
       "       'distance': '208',\n",
       "       'duration': '178',\n",
       "       'steps': [{'instruction': '沿朱村大道中步行49米右转',\n",
       "         'road': '朱村大道中',\n",
       "         'distance': '49',\n",
       "         'duration': [],\n",
       "         'polyline': '113.701195,23.272390;113.700706,23.272383',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行159米到达朱村',\n",
       "         'road': [],\n",
       "         'distance': '159',\n",
       "         'duration': [],\n",
       "         'polyline': '113.700706,23.272383;113.700706,23.272739;113.700829,23.272739;113.700836,23.272301;113.701408,23.272318',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达朱村'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '朱村',\n",
       "          'id': '900000046003021',\n",
       "          'location': '113.701415,23.272316'},\n",
       "         'arrival_stop': {'name': '苏元',\n",
       "          'id': '900000046003025',\n",
       "          'location': '113.467829,23.169958'},\n",
       "         'name': '地铁21号线(增城广场--员村)',\n",
       "         'id': '900000046003',\n",
       "         'type': '地铁线路',\n",
       "         'distance': '32669',\n",
       "         'duration': '2349',\n",
       "         'polyline': 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       "         'bustimetag': '0',\n",
       "         'start_time': '0600',\n",
       "         'end_time': '2235',\n",
       "         'via_num': '8',\n",
       "         'via_stops': [{'name': '凤岗',\n",
       "           'id': '900000046003004',\n",
       "           'location': '113.670634,23.275961'},\n",
       "          {'name': '坑贝',\n",
       "           'id': '900000046003005',\n",
       "           'location': '113.642606,23.278769'},\n",
       "          {'name': '中新',\n",
       "           'id': '900000046003006',\n",
       "           'location': '113.613131,23.285303'},\n",
       "          {'name': '镇龙',\n",
       "           'id': '900000046003007',\n",
       "           'location': '113.593000,23.284514'},\n",
       "          {'name': '镇龙西',\n",
       "           'id': '900000046003008',\n",
       "           'location': '113.573793,23.278088'},\n",
       "          {'name': '金坑',\n",
       "           'id': '900000046003022',\n",
       "           'location': '113.526727,23.249328'},\n",
       "          {'name': '长平',\n",
       "           'id': '900000046003023',\n",
       "           'location': '113.489704,23.210341'},\n",
       "          {'name': '水西',\n",
       "           'id': '900000046003024',\n",
       "           'location': '113.479492,23.186954'}]}]},\n",
       "      'entrance': {'name': 'D口', 'location': '113.700706,23.272738'},\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.467827,23.169956',\n",
       "       'destination': '113.468483,23.170967',\n",
       "       'distance': '145',\n",
       "       'duration': '124',\n",
       "       'steps': [{'instruction': '步行145米到达苏元',\n",
       "         'road': [],\n",
       "         'distance': '145',\n",
       "         'duration': [],\n",
       "         'polyline': '113.467827,23.169956;113.468010,23.170769;113.468483,23.170967',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达苏元'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '苏元',\n",
       "          'id': '440100023053026',\n",
       "          'location': '113.468482,23.170970'},\n",
       "         'arrival_stop': {'name': '燕塘',\n",
       "          'id': '440100023053004',\n",
       "          'location': '113.327132,23.159980'},\n",
       "         'name': '地铁6号线(香雪--浔峰岗)',\n",
       "         'id': '440100023053',\n",
       "         'type': '地铁线路',\n",
       "         'distance': '17314',\n",
       "         'duration': '1772',\n",
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       "         'end_time': [],\n",
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       "           'id': '440100023053027',\n",
       "           'location': '113.460177,23.172296'},\n",
       "          {'name': '金峰',\n",
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       "           'location': '113.451071,23.181316'},\n",
       "          {'name': '黄陂',\n",
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       "           'location': '113.433738,23.188379'},\n",
       "          {'name': '高塘石',\n",
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       "           'location': '113.395991,23.193462'},\n",
       "          {'name': '龙洞',\n",
       "           'id': '440100023053032',\n",
       "           'location': '113.377520,23.190960'},\n",
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       "          {'name': '天河客运站',\n",
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       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
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       "         'name': '地铁3号线(北延段)(机场北(2号航站楼)--体育西路)',\n",
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       "          {'name': '黄埔大道',\n",
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       "           'location': '113.324490,23.127054'},\n",
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       "      'entrance': [],\n",
       "      'exit': {'name': 'A口', 'location': '113.324554,23.119560'},\n",
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       "     {'taxi': [],\n",
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       "       'destination': '113.324570,23.119987',\n",
       "       'distance': '100',\n",
       "       'duration': '85',\n",
       "       'steps': [{'instruction': '步行100米',\n",
       "         'road': [],\n",
       "         'distance': '100',\n",
       "         'duration': [],\n",
       "         'polyline': '113.324722,23.119219;113.324722,23.119562;113.324554,23.119562;113.324554,23.119587;113.324570,23.119987',\n",
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       "         'assistant_action': []}]},\n",
       "      'bus': {'buslines': []},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}}]},\n",
       "   {'cost': '10.0',\n",
       "    'duration': '13201',\n",
       "    'nightflag': '0',\n",
       "    'walking_distance': '2069',\n",
       "    'distance': '65019',\n",
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       "       'destination': '113.724205,23.274288',\n",
       "       'distance': '933',\n",
       "       'duration': '799',\n",
       "       'steps': [{'instruction': '步行26米右转',\n",
       "         'road': [],\n",
       "         'distance': '26',\n",
       "         'duration': [],\n",
       "         'polyline': '113.726044,23.277035;113.725792,23.277014',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行52米左转',\n",
       "         'road': [],\n",
       "         'distance': '52',\n",
       "         'duration': [],\n",
       "         'polyline': '113.725792,23.277010;113.725754,23.277479',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行318米左转',\n",
       "         'road': [],\n",
       "         'distance': '318',\n",
       "         'duration': [],\n",
       "         'polyline': '113.725754,23.277479;113.725075,23.277456;113.723892,23.277365;113.723679,23.277361;113.722633,23.277292',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行138米左转',\n",
       "         'road': [],\n",
       "         'distance': '138',\n",
       "         'duration': [],\n",
       "         'polyline': '113.722633,23.277287;113.722687,23.276640;113.722710,23.276037',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行20米向右前方行走',\n",
       "         'road': [],\n",
       "         'distance': '20',\n",
       "         'duration': [],\n",
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       "         'action': '向右前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行20米向左前方行走',\n",
       "         'road': [],\n",
       "         'distance': '20',\n",
       "         'duration': [],\n",
       "         'polyline': '113.722832,23.275921;113.722832,23.275885;113.722816,23.275826;113.722755,23.275768',\n",
       "         'action': '向左前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行64米左转',\n",
       "         'road': [],\n",
       "         'distance': '64',\n",
       "         'duration': [],\n",
       "         'polyline': '113.722748,23.275764;113.722801,23.275183',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行97米左转',\n",
       "         'road': [],\n",
       "         'distance': '97',\n",
       "         'duration': [],\n",
       "         'polyline': '113.722801,23.275177;113.722946,23.275177;113.723053,23.275143;113.723122,23.275091;113.723145,23.274979;113.723137,23.274904;113.723083,23.274826;113.723053,23.274801;113.723007,23.274775;113.722809,23.274734',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行64米左转',\n",
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       "         'distance': '64',\n",
       "         'duration': [],\n",
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       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿朱村大道东步行134米到达松田学院',\n",
       "         'road': '朱村大道东',\n",
       "         'distance': '134',\n",
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       "         'assistant_action': '到达松田学院'}]},\n",
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       "          'location': '113.724251,23.274294'},\n",
       "         'arrival_stop': {'name': '永和车站',\n",
       "          'id': '440100018114102',\n",
       "          'location': '113.590716,23.177821'},\n",
       "         'name': '增城12路(二汽车站--214站)',\n",
       "         'id': '440100018114',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '24785',\n",
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       "         'bustimetag': '0',\n",
       "         'start_time': [],\n",
       "         'end_time': [],\n",
       "         'via_num': '23',\n",
       "         'via_stops': [{'name': '光谱西路(神舟路路口)',\n",
       "           'id': '440100017334009',\n",
       "           'location': '113.431557,23.159679'},\n",
       "          {'name': '光谱西路中',\n",
       "           'id': '440100017334010',\n",
       "           'location': '113.428223,23.159571'},\n",
       "          {'name': '光谱西路',\n",
       "           'id': '440100017334037',\n",
       "           'location': '113.426025,23.159412'},\n",
       "          {'name': '光宝路口',\n",
       "           'id': '440100017334012',\n",
       "           'location': '113.421013,23.158707'},\n",
       "          {'name': '科学城路口',\n",
       "           'id': '440100017334013',\n",
       "           'location': '113.413475,23.157356'},\n",
       "          {'name': '大观中路南站',\n",
       "           'id': '440100017334014',\n",
       "           'location': '113.410583,23.152773'},\n",
       "          {'name': '大观中路(新塘大街)站',\n",
       "           'id': '440100017334015',\n",
       "           'location': '113.408134,23.149202'},\n",
       "          {'name': '地铁大观南路站',\n",
       "           'id': '440100017334016',\n",
       "           'location': '113.406303,23.145300'},\n",
       "          {'name': '奥林匹克中心西门',\n",
       "           'id': '440100017334017',\n",
       "           'location': '113.406342,23.134068'},\n",
       "          {'name': '黄村西路',\n",
       "           'id': '440100017334018',\n",
       "           'location': '113.405334,23.123278'},\n",
       "          {'name': '车陂',\n",
       "           'id': '440100017334038',\n",
       "           'location': '113.394965,23.124544'},\n",
       "          {'name': '天朗明居',\n",
       "           'id': '440100017334039',\n",
       "           'location': '113.388893,23.125013'},\n",
       "          {'name': '棠东',\n",
       "           'id': '440100017334040',\n",
       "           'location': '113.385078,23.125408'},\n",
       "          {'name': '棠下村',\n",
       "           'id': '440100017334041',\n",
       "           'location': '113.380156,23.125885'},\n",
       "          {'name': '科韵路',\n",
       "           'id': '440100017334046',\n",
       "           'location': '113.374201,23.122834'},\n",
       "          {'name': '科韵路公交场',\n",
       "           'id': '440100017334047',\n",
       "           'location': '113.374382,23.120979'},\n",
       "          {'name': '员村四横路口',\n",
       "           'id': '440100017334048',\n",
       "           'location': '113.370880,23.120852'},\n",
       "          {'name': '程界村',\n",
       "           'id': '440100017334049',\n",
       "           'location': '113.365913,23.122263'},\n",
       "          {'name': '员村山顶',\n",
       "           'id': '440100017334050',\n",
       "           'location': '113.359154,23.123959'},\n",
       "          {'name': '华侨医院(潭村)',\n",
       "           'id': '440100017334053',\n",
       "           'location': '113.351936,23.125507'},\n",
       "          {'name': '国防大厦',\n",
       "           'id': '440100017334051',\n",
       "           'location': '113.345108,23.126266'},\n",
       "          {'name': '石牌村站',\n",
       "           'id': '440100017334052',\n",
       "           'location': '113.339615,23.126585'},\n",
       "          {'name': '猎德大道北',\n",
       "           'id': '440100017334054',\n",
       "           'location': '113.333397,23.123724'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.329796,23.123163',\n",
       "       'destination': '113.324760,23.120066',\n",
       "       'distance': '871',\n",
       "       'duration': '746',\n",
       "       'steps': [{'instruction': '沿金穗路步行344米右转',\n",
       "         'road': '金穗路',\n",
       "         'distance': '344',\n",
       "         'duration': [],\n",
       "         'polyline': '113.329796,23.123163;113.329689,23.123177;113.329376,23.123194;113.328613,23.123251;113.328163,23.123285;113.327911,23.123295;113.327728,23.123503;113.327621,23.123434;113.327370,23.123394;113.326935,23.123411;113.326561,23.123434',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行131米',\n",
       "         'road': [],\n",
       "         'distance': '131',\n",
       "         'duration': [],\n",
       "         'polyline': '113.326561,23.123434;113.326569,23.123550;113.326187,23.123589;113.325844,23.123554;113.325752,23.123472;113.325485,23.123377',\n",
       "         'action': [],\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行26米左转',\n",
       "         'road': [],\n",
       "         'distance': '26',\n",
       "         'duration': [],\n",
       "         'polyline': '113.325485,23.123373;113.325233,23.123398',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行370米',\n",
       "         'road': [],\n",
       "         'distance': '370',\n",
       "         'duration': [],\n",
       "         'polyline': '113.325226,23.123398;113.325233,23.123003;113.325218,23.122883;113.325134,23.122461;113.325020,23.121971;113.324890,23.121489;113.324776,23.120707;113.324768,23.120504;113.324760,23.120066',\n",
       "         'action': [],\n",
       "         'assistant_action': []}]},\n",
       "      'bus': {'buslines': []},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}}]},\n",
       "   {'cost': '9.0',\n",
       "    'duration': '14467',\n",
       "    'nightflag': '0',\n",
       "    'walking_distance': '1561',\n",
       "    'distance': '75593',\n",
       "    'missed': '0',\n",
       "    'segments': [{'taxi': [],\n",
       "      'walking': {'origin': '113.726044,23.277035',\n",
       "       'destination': '113.724205,23.274288',\n",
       "       'distance': '933',\n",
       "       'duration': '799',\n",
       "       'steps': [{'instruction': '步行26米右转',\n",
       "         'road': [],\n",
       "         'distance': '26',\n",
       "         'duration': [],\n",
       "         'polyline': '113.726044,23.277035;113.725792,23.277014',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行52米左转',\n",
       "         'road': [],\n",
       "         'distance': '52',\n",
       "         'duration': [],\n",
       "         'polyline': '113.725792,23.277010;113.725754,23.277479',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行318米左转',\n",
       "         'road': [],\n",
       "         'distance': '318',\n",
       "         'duration': [],\n",
       "         'polyline': '113.725754,23.277479;113.725075,23.277456;113.723892,23.277365;113.723679,23.277361;113.722633,23.277292',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行138米左转',\n",
       "         'road': [],\n",
       "         'distance': '138',\n",
       "         'duration': [],\n",
       "         'polyline': '113.722633,23.277287;113.722687,23.276640;113.722710,23.276037',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行20米向右前方行走',\n",
       "         'road': [],\n",
       "         'distance': '20',\n",
       "         'duration': [],\n",
       "         'polyline': '113.722710,23.276033;113.722778,23.276003;113.722824,23.275959;113.722832,23.275925',\n",
       "         'action': '向右前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行20米向左前方行走',\n",
       "         'road': [],\n",
       "         'distance': '20',\n",
       "         'duration': [],\n",
       "         'polyline': '113.722832,23.275921;113.722832,23.275885;113.722816,23.275826;113.722755,23.275768',\n",
       "         'action': '向左前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行64米左转',\n",
       "         'road': [],\n",
       "         'distance': '64',\n",
       "         'duration': [],\n",
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       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行97米左转',\n",
       "         'road': [],\n",
       "         'distance': '97',\n",
       "         'duration': [],\n",
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       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行64米左转',\n",
       "         'road': [],\n",
       "         'distance': '64',\n",
       "         'duration': [],\n",
       "         'polyline': '113.722809,23.274731;113.722809,23.274656;113.722809,23.274567;113.722870,23.274153',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿朱村大道东步行134米到达松田学院',\n",
       "         'road': '朱村大道东',\n",
       "         'distance': '134',\n",
       "         'duration': [],\n",
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       "         'action': [],\n",
       "         'assistant_action': '到达松田学院'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '松田学院',\n",
       "          'id': '440100018114011',\n",
       "          'location': '113.724251,23.274294'},\n",
       "         'arrival_stop': {'name': '214站',\n",
       "          'id': '440100018114106',\n",
       "          'location': '113.610404,23.116411'},\n",
       "         'name': '增城12路(二汽车站--214站)',\n",
       "         'id': '440100018114',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '34683',\n",
       "         'duration': '5328',\n",
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       "          {'name': '永和车站',\n",
       "           'id': '440100018114102',\n",
       "           'location': '113.590716,23.177821'},\n",
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       "           'id': '440100018114114',\n",
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       "           'location': '113.596124,23.168433'},\n",
       "          {'name': '广惠高速路口站',\n",
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       "           'location': '113.596658,23.164510'},\n",
       "          {'name': '岗丰村',\n",
       "           'id': '440100018114030',\n",
       "           'location': '113.598845,23.154666'},\n",
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       "           'location': '113.602431,23.148060'},\n",
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       "           'id': '440100018114122',\n",
       "           'location': '113.600660,23.137600'},\n",
       "          {'name': '凤馨苑站',\n",
       "           'id': '440100018114123',\n",
       "           'location': '113.594961,23.137413'},\n",
       "          {'name': '东方名都',\n",
       "           'id': '440100018114124',\n",
       "           'location': '113.591185,23.124384'},\n",
       "          {'name': '白江地铁站',\n",
       "           'id': '440100018114121',\n",
       "           'location': '113.595443,23.121914'},\n",
       "          {'name': '新好景站',\n",
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       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
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       "       'destination': '113.609917,23.116425',\n",
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       "       'duration': '66',\n",
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       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
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       "         'road': '新塘大道中',\n",
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       "         'duration': [],\n",
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       "         'assistant_action': '到达新塘总站'}]},\n",
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       "         'type': '普通公交线路',\n",
       "         'distance': '35202',\n",
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       "         'start_time': [],\n",
       "         'end_time': [],\n",
       "         'via_num': '28',\n",
       "         'via_stops': [{'name': '广虎站',\n",
       "           'id': '440100013664054',\n",
       "           'location': '113.610329,23.116650'},\n",
       "          {'name': '群星花园',\n",
       "           'id': '440100013664048',\n",
       "           'location': '113.605392,23.116533'},\n",
       "          {'name': '新康花园北门站',\n",
       "           'id': '440100013664050',\n",
       "           'location': '113.588104,23.121954'},\n",
       "          {'name': '太平洋工业区站',\n",
       "           'id': '440100013664005',\n",
       "           'location': '113.575180,23.121338'},\n",
       "          {'name': '沙村站',\n",
       "           'id': '440100013664006',\n",
       "           'location': '113.560410,23.118399'},\n",
       "          {'name': '南岗沧头站',\n",
       "           'id': '440100013664034',\n",
       "           'location': '113.553795,23.115236'},\n",
       "          {'name': '小迳村站',\n",
       "           'id': '440100013664008',\n",
       "           'location': '113.552444,23.112873'},\n",
       "          {'name': '康南路口站',\n",
       "           'id': '440100013664035',\n",
       "           'location': '113.549492,23.107235'},\n",
       "          {'name': '东区路口',\n",
       "           'id': '440100013664053',\n",
       "           'location': '113.545369,23.100503'},\n",
       "          {'name': '南岗站',\n",
       "           'id': '440100013664010',\n",
       "           'location': '113.541970,23.096003'},\n",
       "          {'name': '南岗化工厂站',\n",
       "           'id': '440100013664011',\n",
       "           'location': '113.539352,23.092916'},\n",
       "          {'name': '丹水坑站',\n",
       "           'id': '440100013664012',\n",
       "           'location': '113.535530,23.090651'},\n",
       "          {'name': '塘头站',\n",
       "           'id': '440100013664013',\n",
       "           'location': '113.531075,23.087919'},\n",
       "          {'name': '开发大道立交东',\n",
       "           'id': '440100013664014',\n",
       "           'location': '113.526543,23.085043'},\n",
       "          {'name': '开发区立交桥北站',\n",
       "           'id': '440100013664015',\n",
       "           'location': '113.520538,23.088030'},\n",
       "          {'name': '储运公司站',\n",
       "           'id': '440100013664016',\n",
       "           'location': '113.517380,23.099184'},\n",
       "          {'name': '黄埔水库站',\n",
       "           'id': '440100013664037',\n",
       "           'location': '113.514046,23.105968'},\n",
       "          {'name': '笔村立交南站',\n",
       "           'id': '440100013664017',\n",
       "           'location': '113.514198,23.112582'},\n",
       "          {'name': '广州本田公司站',\n",
       "           'id': '440100013664018',\n",
       "           'location': '113.448563,23.119917'},\n",
       "          {'name': '茅岗路口站',\n",
       "           'id': '440100013664019',\n",
       "           'location': '113.444427,23.120974'},\n",
       "          {'name': '黄村立交站',\n",
       "           'id': '440100013664020',\n",
       "           'location': '113.408821,23.130260'},\n",
       "          {'name': '车陂高架桥侧站',\n",
       "           'id': '440100013664021',\n",
       "           'location': '113.400629,23.132261'},\n",
       "          {'name': '棠德小区北站',\n",
       "           'id': '440100013664022',\n",
       "           'location': '113.387444,23.135508'},\n",
       "          {'name': '科学院地化所站',\n",
       "           'id': '440100013664023',\n",
       "           'location': '113.365860,23.143150'},\n",
       "          {'name': '省农干科干院站',\n",
       "           'id': '440100013664024',\n",
       "           'location': '113.358788,23.145134'},\n",
       "          {'name': '农科院站',\n",
       "           'id': '440100013664025',\n",
       "           'location': '113.349792,23.144922'},\n",
       "          {'name': '消防总队站',\n",
       "           'id': '440100013664026',\n",
       "           'location': '113.342331,23.146093'},\n",
       "          {'name': '广园天寿路口东站',\n",
       "           'id': '440100013664027',\n",
       "           'location': '113.338142,23.147440'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.332451,23.145929',\n",
       "       'destination': '113.332451,23.145924',\n",
       "       'distance': '1',\n",
       "       'duration': '0',\n",
       "       'steps': [{'instruction': '沿天寿路步行1米到达天寿路',\n",
       "         'road': '天寿路',\n",
       "         'distance': '1',\n",
       "         'duration': [],\n",
       "         'polyline': '113.332451,23.145929;113.332451,23.145924',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达天寿路'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '天寿路',\n",
       "          'id': '440100017080005',\n",
       "          'location': '113.332443,23.145920'},\n",
       "         'arrival_stop': {'name': '华成路口',\n",
       "          'id': '440100017080009',\n",
       "          'location': '113.321091,23.120251'},\n",
       "         'name': '778路(广州东站汽车站总站--五羊新城总站)',\n",
       "         'id': '440100017080',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '4147',\n",
       "         'duration': '1887',\n",
       "         'polyline': '113.332443,23.145920;113.332443,23.145916;113.332397,23.145716;113.332306,23.145304;113.332237,23.144960;113.332222,23.144636;113.332214,23.144335;113.332230,23.144045;113.332268,23.143908;113.332375,23.143251;113.332565,23.142204;113.332809,23.140894;113.333061,23.139458;113.333031,23.139385;113.333092,23.139139;113.333145,23.138958;113.333191,23.138746;113.333244,23.138565;113.333260,23.138466;113.333260,23.138464;113.333359,23.137886;113.333443,23.137491;113.333481,23.137205;113.333496,23.137178;113.333534,23.136845;113.333603,23.136507;113.333672,23.136164;113.333717,23.135912;113.333786,23.135616;113.334091,23.133944;113.334152,23.133524;113.334167,23.133211;113.334160,23.132856;113.334114,23.132431;113.333900,23.130838;113.333878,23.130697;113.333817,23.130590;113.333725,23.129955;113.333725,23.129959;113.333725,23.129955;113.333672,23.129587;113.333664,23.129526;113.333679,23.129358;113.333549,23.128437;113.333366,23.127163;113.333344,23.126799;113.333336,23.126415;113.333336,23.126221;113.333366,23.125044;113.333397,23.124149;113.333397,23.123671;113.333344,23.123537;113.333336,23.123386;113.333336,23.123388;113.333336,23.123386;113.333336,23.123274;113.333298,23.123116;113.333244,23.123043;113.333122,23.122978;113.332886,23.122965;113.331841,23.123043;113.330780,23.123129;113.330421,23.123159;113.330193,23.123125;113.329796,23.123159;113.329376,23.123196;113.328613,23.123251;113.328178,23.123363;113.327858,23.123402;113.327629,23.123312;113.326088,23.123411;113.325813,23.123442;113.323517,23.123611;113.323280,23.123625;113.322021,23.123684;113.321739,23.123743;113.321648,23.123789;113.321541,23.123898;113.321503,23.123945;113.321449,23.123999;113.321381,23.124027;113.321220,23.124035;113.321121,23.124012;113.321022,23.123938;113.320984,23.123884;113.320961,23.123789;113.320969,23.123642;113.321014,23.123550;113.321037,23.123524;113.321167,23.123461;113.321167,23.123102;113.321121,23.122250;113.321106,23.120924;113.321091,23.120251',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': [],\n",
       "         'end_time': [],\n",
       "         'via_num': '4',\n",
       "         'via_stops': [{'name': '天河东路',\n",
       "           'id': '440100017080006',\n",
       "           'location': '113.333260,23.138466'},\n",
       "          {'name': '天河南',\n",
       "           'id': '440100017080013',\n",
       "           'location': '113.333725,23.129955'},\n",
       "          {'name': '猎德大道北站',\n",
       "           'id': '440100017080014',\n",
       "           'location': '113.333336,23.123386'},\n",
       "          {'name': '金穗路',\n",
       "           'id': '440100017080008',\n",
       "           'location': '113.329796,23.123159'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.321091,23.120239',\n",
       "       'destination': '113.324570,23.120066',\n",
       "       'distance': '549',\n",
       "       'duration': '470',\n",
       "       'steps': [{'instruction': '沿华夏路步行43米向右前方行走',\n",
       "         'road': '华夏路',\n",
       "         'distance': '43',\n",
       "         'duration': [],\n",
       "         'polyline': '113.321091,23.120239;113.321091,23.120161;113.321091,23.120029;113.321075,23.119844',\n",
       "         'action': '向右前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿花城大道步行28米左转',\n",
       "         'road': '花城大道',\n",
       "         'distance': '28',\n",
       "         'duration': [],\n",
       "         'polyline': '113.321075,23.119839;113.320938,23.119701;113.320892,23.119654',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行22米向左前方行走',\n",
       "         'road': [],\n",
       "         'distance': '22',\n",
       "         'duration': [],\n",
       "         'polyline': '113.320892,23.119648;113.321060,23.119522',\n",
       "         'action': '向左前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿花城大道步行22米向左前方行走',\n",
       "         'road': '花城大道',\n",
       "         'distance': '22',\n",
       "         'duration': [],\n",
       "         'polyline': '113.321060,23.119518;113.321274,23.119505',\n",
       "         'action': '向左前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行24米向右前方行走',\n",
       "         'road': [],\n",
       "         'distance': '24',\n",
       "         'duration': [],\n",
       "         'polyline': '113.321274,23.119501;113.321457,23.119635',\n",
       "         'action': '向右前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿华夏路步行10米向左前方行走',\n",
       "         'road': '华夏路',\n",
       "         'distance': '10',\n",
       "         'duration': [],\n",
       "         'polyline': '113.321457,23.119635;113.321541,23.119587',\n",
       "         'action': '向左前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行80米往前走',\n",
       "         'road': [],\n",
       "         'distance': '80',\n",
       "         'duration': [],\n",
       "         'polyline': '113.321541,23.119583;113.322327,23.119501',\n",
       "         'action': '往前走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行170米往前走',\n",
       "         'road': [],\n",
       "         'distance': '170',\n",
       "         'duration': [],\n",
       "         'polyline': '113.322327,23.119497;113.322388,23.119497;113.322586,23.119497;113.323021,23.119497;113.323425,23.119440;113.323730,23.119202;113.323914,23.119202',\n",
       "         'action': '往前走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行34米左转',\n",
       "         'road': [],\n",
       "         'distance': '34',\n",
       "         'duration': [],\n",
       "         'polyline': '113.323914,23.119198;113.324234,23.119137',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行104米右转',\n",
       "         'road': [],\n",
       "         'distance': '104',\n",
       "         'duration': [],\n",
       "         'polyline': '113.324234,23.119131;113.324265,23.119179;113.324333,23.119345;113.324356,23.119484;113.324371,23.119562;113.324432,23.119852;113.324448,23.120066',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行12米',\n",
       "         'road': [],\n",
       "         'distance': '12',\n",
       "         'duration': [],\n",
       "         'polyline': '113.324448,23.120066;113.324570,23.120066',\n",
       "         'action': [],\n",
       "         'assistant_action': []}]},\n",
       "      'bus': {'buslines': []},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}}]}]}}"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a=bus(key,origin,destination,city)\n",
    "a"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 行政区域查询\n",
    "> * 1、行政区域查询是一类简单的HTTP接口，根据用户输入的搜索条件可以帮助用户快速的查找特定的行政区域信息。\n",
    "> * 2、url:https://restapi.amap.com/v3/config/district?parameters \n",
    "> * 3、requests.get()\n",
    "> * 4、适用场景：用户希望通过得到行政区域信息，进行开发工作。\n",
    "> * 5、参数：\n",
    "> * A.必选：key（高德API秘钥）\n",
    "> * B.可选：keywords（查询关键字），subdistrict（子级行政区，缺省值：1），page（需要第几页数据，缺省值：1），offset（最外层返回数据个数，缺省值：20），extensions（返回结果控制，默认值：base），filter（根据区划过滤），output（返回数据格式类型，缺省值：JSON），callback（回调函数）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    " def district(key,keywords=None,subdistrict='1',page='1',offset='20',extensions='base',filter='',callback=None,output='json'):\n",
    "    #行政区域查询\n",
    "    url='https://restapi.amap.com/v3/config/district?parameters'\n",
    "    params={\n",
    "        'key':key,\n",
    "        'keywords':keywords,\n",
    "        'subdistrict':subdistrict,\n",
    "        'extensions':extensions,\n",
    "        'page':page,\n",
    "        'offset':offset,\n",
    "        'filter':filter,\n",
    "        'callback':callback,\n",
    "        'output':output     \n",
    "    }\n",
    "    response=requests.get(url,params)\n",
    "    results=response.json()\n",
    "    # return\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'count': '1',\n",
       " 'suggestion': {'keywords': [], 'cities': []},\n",
       " 'districts': [{'citycode': [],\n",
       "   'adcode': '440000',\n",
       "   'name': '广东省',\n",
       "   'center': '113.280637,23.125178',\n",
       "   'level': 'province',\n",
       "   'districts': [{'citycode': '0754',\n",
       "     'adcode': '440500',\n",
       "     'name': '汕头市',\n",
       "     'center': '116.708463,23.37102',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0757',\n",
       "     'adcode': '440600',\n",
       "     'name': '佛山市',\n",
       "     'center': '113.122717,23.028762',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0758',\n",
       "     'adcode': '441200',\n",
       "     'name': '肇庆市',\n",
       "     'center': '112.472529,23.051546',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0752',\n",
       "     'adcode': '441300',\n",
       "     'name': '惠州市',\n",
       "     'center': '114.412599,23.079404',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0755',\n",
       "     'adcode': '440300',\n",
       "     'name': '深圳市',\n",
       "     'center': '114.085947,22.547',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0756',\n",
       "     'adcode': '440400',\n",
       "     'name': '珠海市',\n",
       "     'center': '113.553986,22.224979',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0759',\n",
       "     'adcode': '440800',\n",
       "     'name': '湛江市',\n",
       "     'center': '110.364977,21.274898',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0662',\n",
       "     'adcode': '441700',\n",
       "     'name': '阳江市',\n",
       "     'center': '111.975107,21.859222',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0750',\n",
       "     'adcode': '440700',\n",
       "     'name': '江门市',\n",
       "     'center': '113.094942,22.590431',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0753',\n",
       "     'adcode': '441400',\n",
       "     'name': '梅州市',\n",
       "     'center': '116.117582,24.299112',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0668',\n",
       "     'adcode': '440900',\n",
       "     'name': '茂名市',\n",
       "     'center': '110.919229,21.659751',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0768',\n",
       "     'adcode': '445100',\n",
       "     'name': '潮州市',\n",
       "     'center': '116.632301,23.661701',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0660',\n",
       "     'adcode': '441500',\n",
       "     'name': '汕尾市',\n",
       "     'center': '115.364238,22.774485',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0766',\n",
       "     'adcode': '445300',\n",
       "     'name': '云浮市',\n",
       "     'center': '112.044439,22.929801',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0762',\n",
       "     'adcode': '441600',\n",
       "     'name': '河源市',\n",
       "     'center': '114.697802,23.746266',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0663',\n",
       "     'adcode': '445200',\n",
       "     'name': '揭阳市',\n",
       "     'center': '116.355733,23.543778',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0763',\n",
       "     'adcode': '441800',\n",
       "     'name': '清远市',\n",
       "     'center': '113.051227,23.685022',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0751',\n",
       "     'adcode': '440200',\n",
       "     'name': '韶关市',\n",
       "     'center': '113.591544,24.801322',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '020',\n",
       "     'adcode': '440100',\n",
       "     'name': '广州市',\n",
       "     'center': '113.280637,23.125178',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0760',\n",
       "     'adcode': '442000',\n",
       "     'name': '中山市',\n",
       "     'center': '113.382391,22.521113',\n",
       "     'level': 'city',\n",
       "     'districts': []},\n",
       "    {'citycode': '0769',\n",
       "     'adcode': '441900',\n",
       "     'name': '东莞市',\n",
       "     'center': '113.746262,23.046237',\n",
       "     'level': 'city',\n",
       "     'districts': []}]}]}"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "keywords='广东'\n",
    "subdistrict='1'\n",
    "district(key,keywords,subdistrict='1',page='1',offset='20',extensions='base',filter='',callback=None,output='json')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0     汕头市\n",
       "1     佛山市\n",
       "2     肇庆市\n",
       "3     惠州市\n",
       "4     深圳市\n",
       "5     珠海市\n",
       "6     湛江市\n",
       "7     阳江市\n",
       "8     江门市\n",
       "9     梅州市\n",
       "10    茂名市\n",
       "11    潮州市\n",
       "12    汕尾市\n",
       "13    云浮市\n",
       "14    河源市\n",
       "15    揭阳市\n",
       "16    清远市\n",
       "17    韶关市\n",
       "18    广州市\n",
       "19    中山市\n",
       "20    东莞市\n",
       "Name: name, dtype: object"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    " a=district(key,keywords,subdistrict='1',page='1',offset='20',extensions='base',filter='',callback=None,output='json')['districts'][0]['districts']\n",
    "import pandas as pd\n",
    "pd.json_normalize(a)['name']"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 搜索POI\n",
    "> * 1、关键字搜索\n",
    "> * 2、周边搜索\n",
    "> * 3、多边形搜索\n",
    "> * 4、ID查询"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "#### 关键字搜索"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> *  1、url:https://restapi.amap.com/v3/place/text?parameters \n",
    "> *  2、requests.get()\n",
    "> *  3、适用场景：通过用POI的关键字进行条件搜索，例如：肯德基、朝阳公园等；同时支持设置POI类型搜索，例如：银行。\n",
    "> *  4、参数：\n",
    "> *  A.必选：key，keyword（查询关键字），types（查询POI类型），(keywords和types两者至少必选其一)\n",
    "> *  B.可选：city（查询城市），citylimit（仅返回指定城市数据，缺省值：false），children（是否按照层级展示子POI数据，缺省值：0），offset（每页记录数据，缺省值：20），page（当前页数，缺省值：1），extensions（返回结果控制，默认值：base），sig（数字签名），output（返回数据格式类型，缺省值：JSON），callback（回调函数）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [],
   "source": [
    " def text(key,keywords=None,types=None,city=None,citylimit=\"false\",children=0,offset=20,page=1,extensions=\"base\",sig=None,output=\"JSON\",callback=None):\n",
    "    text_url = \"https://restapi.amap.com/v3/place/text?parameters\"\n",
    "    params = {\n",
    "        \"key\":key,\n",
    "        \"keywords\":keywords,\n",
    "        \"types\":types,\n",
    "        \"city\":city,\n",
    "        \"citylimit\":citylimit,\n",
    "        \"children\":children,\n",
    "        \"offset\":offset,\n",
    "        \"page\":page,\n",
    "        \"extensions\":extensions,\n",
    "        \"sig\":sig,\n",
    "        \"output\":output,\n",
    "        \"callback\":callback\n",
    "    }\n",
    "    \n",
    "    r = requests.get(text_url,params=params)\n",
    "    result = r.json()\n",
    "    return result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'suggestion': {'keywords': [], 'cities': []},\n",
       " 'count': '885',\n",
       " 'infocode': '10000',\n",
       " 'pois': [{'parent': [],\n",
       "   'address': '拱北情侣南路265号日华商业广场B区1-3层',\n",
       "   'distance': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_ext': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '珠海市',\n",
       "   'type': '餐饮服务;中餐厅;火锅店',\n",
       "   'photos': [],\n",
       "   'typecode': '050117',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '香洲区',\n",
       "   'name': '金悦轩海鲜酒家(拱北店)',\n",
       "   'location': '113.562272,22.224995',\n",
       "   'tel': '0756-8133133',\n",
       "   'shopid': [],\n",
       "   'id': 'B02F402MO1'},\n",
       "  {'parent': 'B02F4006C1',\n",
       "   'address': '拱北粤海东路1145号粤海酒店2层',\n",
       "   'distance': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_ext': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '珠海市',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050100',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '202',\n",
       "   'adname': '香洲区',\n",
       "   'name': '火宫殿(珠海店)',\n",
       "   'location': '113.555998,22.225517',\n",
       "   'tel': '0756-8306699',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFGEI8B7'},\n",
       "  {'parent': 'B02F402MLD',\n",
       "   'address': '华策大厦2层.',\n",
       "   'distance': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_ext': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '珠海市',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050100',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '202',\n",
       "   'adname': '香洲区',\n",
       "   'name': '金记猪肚鸡复合型餐厅(珠海华策店)',\n",
       "   'location': '113.555577,22.219878',\n",
       "   'tel': '0756-8284166',\n",
       "   'shopid': [],\n",
       "   'id': 'B02F40OT4I'},\n",
       "  {'parent': 'B02F401RQU',\n",
       "   'address': '莲花路203号鸿兴鸿晖购物城首层',\n",
       "   'distance': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_ext': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '珠海市',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050100',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '202',\n",
       "   'adname': '香洲区',\n",
       "   'name': '颓记茶餐厅(莲花路店)',\n",
       "   'location': '113.554990,22.223463',\n",
       "   'tel': '0756-8881005;13302860925',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFKUMU1D'},\n",
       "  {'parent': 'B02F402ETB',\n",
       "   'address': '迎宾南路1124迎宾广场1层',\n",
       "   'distance': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_ext': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '珠海市',\n",
       "   'type': '餐饮服务;快餐厅;麦当劳',\n",
       "   'photos': [],\n",
       "   'typecode': '050302',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '202',\n",
       "   'adname': '香洲区',\n",
       "   'name': '麦当劳(迎宾广场店)',\n",
       "   'location': '113.553466,22.223284',\n",
       "   'tel': '0756-8898345',\n",
       "   'shopid': [],\n",
       "   'id': 'B02F4009DC'},\n",
       "  {'parent': [],\n",
       "   'address': '迎宾南路2083号北岭花园1-2层',\n",
       "   'distance': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_ext': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '珠海市',\n",
       "   'type': '餐饮服务;中餐厅;海鲜酒楼',\n",
       "   'photos': [],\n",
       "   'typecode': '050119',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '香洲区',\n",
       "   'name': '新海利海鲜美食广场(北岭店)',\n",
       "   'location': '113.551479,22.230882',\n",
       "   'tel': '0756-8882388',\n",
       "   'shopid': [],\n",
       "   'id': 'B02F401IQE'},\n",
       "  {'parent': [],\n",
       "   'address': '关闸西街47号1层',\n",
       "   'distance': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_ext': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '珠海市',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050100',\n",
       "   'shopinfo': '1',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '香洲区',\n",
       "   'name': 'HT海鲜餐厅',\n",
       "   'location': '113.555371,22.223625',\n",
       "   'tel': '13798958623;13543876148',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFI75BEG'},\n",
       "  {'parent': [],\n",
       "   'address': '粤华路50号',\n",
       "   'distance': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_ext': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '珠海市',\n",
       "   'type': '餐饮服务;中餐厅;海鲜酒楼',\n",
       "   'photos': [],\n",
       "   'typecode': '050119',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '香洲区',\n",
       "   'name': '陈记海鲜大排档',\n",
       "   'location': '113.557009,22.223305',\n",
       "   'tel': '13543887560;0756-8886756',\n",
       "   'shopid': [],\n",
       "   'id': 'B02F402EZR'},\n",
       "  {'parent': 'B02F40OMEM',\n",
       "   'address': '迎宾南路1099号米兰百货广场F1',\n",
       "   'distance': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_ext': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '珠海市',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050100',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '202',\n",
       "   'adname': '香洲区',\n",
       "   'name': '添鸿餐厅',\n",
       "   'location': '113.551782,22.224362',\n",
       "   'tel': '0756-8895807;13923377186',\n",
       "   'shopid': [],\n",
       "   'id': 'B02F4029JV'},\n",
       "  {'parent': [],\n",
       "   'address': '北岭岭南路68号正邦广场3楼全层(近沃尔玛拱北店)',\n",
       "   'distance': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_ext': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '珠海市',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050100',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '香洲区',\n",
       "   'name': '益健美食大广场',\n",
       "   'location': '113.549780,22.231812',\n",
       "   'tel': '0756-6838888',\n",
       "   'shopid': [],\n",
       "   'id': 'B02F40Q4FJ'},\n",
       "  {'parent': [],\n",
       "   'address': '粤海中路1035号(凉粉桥巴士站旁)',\n",
       "   'distance': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_ext': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '珠海市',\n",
       "   'type': '餐饮服务;外国餐厅;韩国料理',\n",
       "   'photos': [],\n",
       "   'typecode': '050203',\n",
       "   'shopinfo': '1',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '香洲区',\n",
       "   'name': '入火韩国烤肉',\n",
       "   'location': '113.549816,22.226396',\n",
       "   'tel': '0756-8847763;13149318997',\n",
       "   'shopid': [],\n",
       "   'id': 'B0GDVU810D'},\n",
       "  {'parent': [],\n",
       "   'address': '拱北迎宾南路2037号',\n",
       "   'distance': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_ext': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '珠海市',\n",
       "   'type': '餐饮服务;外国餐厅;日本料理',\n",
       "   'photos': [],\n",
       "   'typecode': '050202',\n",
       "   'shopinfo': '1',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '香洲区',\n",
       "   'name': '牛弁庆日式烤肉',\n",
       "   'location': '113.551955,22.227981',\n",
       "   'tel': '13232283906',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFLEJQAX'},\n",
       "  {'parent': 'B02F401FIY',\n",
       "   'address': '莲花路亮珠百货1楼A6',\n",
       "   'distance': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_ext': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '珠海市',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050100',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '202',\n",
       "   'adname': '香洲区',\n",
       "   'name': '湘蒸馆',\n",
       "   'location': '113.554795,22.223736',\n",
       "   'tel': '13226493027',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFG2CGRW'},\n",
       "  {'parent': [],\n",
       "   'address': '拱北新市花园14幢2-104',\n",
       "   'distance': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_ext': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '珠海市',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050100',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '香洲区',\n",
       "   'name': '朱妈妈厨房',\n",
       "   'location': '113.551025,22.225334',\n",
       "   'tel': '13926991637;0756-8896037',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFG9THF2'},\n",
       "  {'parent': 'B02F402MLD',\n",
       "   'address': '拱北莲花路华策大厦B1楼',\n",
       "   'distance': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_ext': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '珠海市',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050100',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '202',\n",
       "   'adname': '香洲区',\n",
       "   'name': '强记湛江鸡饭店(拱北分店)',\n",
       "   'location': '113.555242,22.219683',\n",
       "   'tel': '0756-8188057;13709682595',\n",
       "   'shopid': [],\n",
       "   'id': 'B02F402F4G'},\n",
       "  {'parent': [],\n",
       "   'address': '拱北关闸北街33号',\n",
       "   'distance': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_ext': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '珠海市',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050100',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '香洲区',\n",
       "   'name': '林记小食店',\n",
       "   'location': '113.556406,22.224458',\n",
       "   'tel': '15916250339',\n",
       "   'shopid': [],\n",
       "   'id': 'B02F401FJN'},\n",
       "  {'parent': 'B02F402MZW',\n",
       "   'address': '拱北粤海东路1150号银都酒店3层(粤海东路与迎宾南路交汇处)',\n",
       "   'distance': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_ext': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '珠海市',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅|住宿服务;宾馆酒店;宾馆酒店',\n",
       "   'photos': [],\n",
       "   'typecode': '050100|100100',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '202',\n",
       "   'adname': '香洲区',\n",
       "   'name': '银都酒店万国厅',\n",
       "   'location': '113.553507,22.227336',\n",
       "   'tel': '0756-8332821;0756-8332865',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFF6W5DK'},\n",
       "  {'parent': [],\n",
       "   'address': '迎宾南路1144号迎宾广场一楼美食区75号铺',\n",
       "   'distance': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_ext': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '珠海市',\n",
       "   'type': '餐饮服务;外国餐厅;日本料理',\n",
       "   'photos': [],\n",
       "   'typecode': '050202',\n",
       "   'shopinfo': '1',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '香洲区',\n",
       "   'name': '九家二寿司(迎宾广场店)',\n",
       "   'location': '113.553269,22.224561',\n",
       "   'tel': '13392969376',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFLB15A9'},\n",
       "  {'parent': [],\n",
       "   'address': '迎宾南路米兰百货广场1层1087-1089',\n",
       "   'distance': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_ext': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '珠海市',\n",
       "   'type': '餐饮服务;快餐厅;大家乐',\n",
       "   'photos': [],\n",
       "   'typecode': '050306',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '香洲区',\n",
       "   'name': '大家乐(福绅店)',\n",
       "   'location': '113.552511,22.223358',\n",
       "   'tel': '0756-8870095',\n",
       "   'shopid': [],\n",
       "   'id': 'B02F400A5A'},\n",
       "  {'parent': [],\n",
       "   'address': '拱北迎宾南路2092号融华山庄B座一,二楼',\n",
       "   'distance': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_ext': [],\n",
       "   'biz_type': 'diner',\n",
       "   'cityname': '珠海市',\n",
       "   'type': '餐饮服务;中餐厅;湖南菜(湘菜)',\n",
       "   'photos': [],\n",
       "   'typecode': '050108',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '香洲区',\n",
       "   'name': '满庭湘菜油馆(拱北店)',\n",
       "   'location': '113.552320,22.229976',\n",
       "   'tel': '0756-8885088;0756-8885188',\n",
       "   'shopid': [],\n",
       "   'id': 'B02F402LYE'}],\n",
       " 'status': '1',\n",
       " 'info': 'OK'}"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "g = text(key,keywords=\"美食\",city=\"珠海市\")\n",
    "g"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 周边搜索\n",
    "> * 1、url:https://restapi.amap.com/v3/place/around?parameters \n",
    "> * 2、requests.get()\n",
    "> * 3、适用场景：在用户传入经纬度坐标点附近，在设定的范围内，按照关键字或POI类型搜索。\n",
    "> * 4、参数：\n",
    ">> * A.必选：key，location\n",
    ">> * B.可选：keyword（查询关键字），types（查询POI类型），city（查询城市），radius（查询半径，缺省值：3000），sortrule（排序规则，缺省值：distance），offset（每页记录数据，缺省值：20），page（当前页数，缺省值：1），extensions（返回结果控制，默认值：base），sig（数字签名），output（返回数据格式类型，缺省值：JSON），callback（回调函数）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    " def around(location,keywords=''):\n",
    "    #周边搜索\n",
    "    url='https://restapi.amap.com/v3/place/around?parameters '\n",
    "    key='18ef7dd6aeefc21dade574262c00f213'\n",
    "    params={\n",
    "        'key':key,\n",
    "        'keywords':keywords,\n",
    "        'location':location\n",
    "      \n",
    "    }\n",
    "    response=requests.get(url,params)\n",
    "    results=response.json()\n",
    "    # return\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "  keywords='电影院'\n",
    "location='113.679287,23.632575'\n",
    "around(location,keywords)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 多边形搜索\n",
    "> * 1、url:https://restapi.amap.com/v3/place/polygon?parameters \n",
    "> * 2、requests.get()\n",
    "> * 3、适用场景：在多边形区域内进行搜索。\n",
    "> * 4、参数：\n",
    ">> * A.必选：key，polygon（经纬度坐标对）\n",
    ">> * B.可选：keyword（查询关键字），types（查询POI类型），city（查询城市），offset（每页记录数据，缺省值：20），page（当前页数，缺省值：1），extensions（返回结果控制，默认值：base），sig（数字签名），output（返回数据格式类型，缺省值：JSON），callback（回调函数）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "polygon=\"116.460988,40.006919|116.48231,40.007381;116.47516,39.99713|116.472596,39.985227|116.45669,39.984989|116.460988,40.006919\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "def duobianxing(huang_key,polygon,keywords,types=None,city=None,offset=20,page=1,extensions=\"base\",sig=None,output=\"JSON\",callback=None):\n",
    "    polygon_url = \"https://restapi.amap.com/v3/place/polygon?parameters \"\n",
    "    params = {\n",
    "        \"key\":huang_key,\n",
    "        \"polygon\":polygon,\n",
    "        \"keywords\":keywords,\n",
    "        \"types\":types,\n",
    "        \"city\":city,\n",
    "        \"offset\":offset,\n",
    "        \"page\":page,\n",
    "        \"extensions\":extensions,\n",
    "        \"sig\":sig,\n",
    "        \"output\":output,\n",
    "        \"callback\":callback\n",
    "    }\n",
    "    \n",
    "    r = requests.get(polygon_url,params=params)\n",
    "    result = r.json()\n",
    "    return result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "zb = duobianxing(key,polygon,keywords=\"711\")\n",
    "zb"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "### ID查询\n",
    "> * 1、url:https://restapi.amap.com/v3/place/detail?parameters \n",
    "> * 2、requests.get()\n",
    "> * 3、适用场景：通过POI ID，查询某个POI详情，建议可同输入提示API配合使用。\n",
    "> * 4、参数：\n",
    ">> * A.必选：key，id（兴趣点ID）\n",
    ">> * B.可选：sig（数字签名），output（返回数据格式类型，缺省值：JSON），callback（回调函数）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "id = \"B0FFFAB6J2\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [],
   "source": [
    " def detail(key,id,sig=None,output=\"JSON\",callback=None):\n",
    "    detail_url = \"https://restapi.amap.com/v3/place/detail?parameters\"\n",
    "    params = {\n",
    "        \"key\":key,\n",
    "        \"id\":id,\n",
    "        \"sig\":sig,\n",
    "        \"output\":output,\n",
    "        \"callback\":callback\n",
    "    }\n",
    "    \n",
    "    r = requests.get(detail_url,params=params)\n",
    "    result = r.json()\n",
    "    return result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'count': '1',\n",
       " 'infocode': '10000',\n",
       " 'pois': [{'parent': [],\n",
       "   'distance': [],\n",
       "   'pcode': '110000',\n",
       "   'importance': [],\n",
       "   'biz_ext': {'cost': [], 'rating': []},\n",
       "   'recommend': '0',\n",
       "   'type': '商务住宅;楼宇;商务写字楼',\n",
       "   'photos': [{'title': '效果图',\n",
       "     'url': 'http://store.is.autonavi.com/showpic/a9836f620749c34742cf1ab67dc98f08'},\n",
       "    {'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/53b11166a310a21470acde3a'},\n",
       "    {'title': [],\n",
       "     'url': 'http://store.is.autonavi.com/showpic/53b11166a310a21470acde31'}],\n",
       "   'discount_num': '0',\n",
       "   'gridcode': '5916739702',\n",
       "   'typecode': '120201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'citycode': '010',\n",
       "   'adname': '朝阳区',\n",
       "   'children': [],\n",
       "   'alias': '首开',\n",
       "   'tel': [],\n",
       "   'id': 'B0FFFAB6J2',\n",
       "   'tag': [],\n",
       "   'event': [],\n",
       "   'entr_location': '116.473993,39.992784',\n",
       "   'indoor_map': '1',\n",
       "   'email': [],\n",
       "   'timestamp': '2020-12-19 00:24:14',\n",
       "   'website': [],\n",
       "   'address': '阜荣街10号',\n",
       "   'adcode': '110105',\n",
       "   'pname': '北京市',\n",
       "   'biz_type': [],\n",
       "   'cityname': '北京市',\n",
       "   'postcode': [],\n",
       "   'match': '0',\n",
       "   'business_area': '望京',\n",
       "   'indoor_data': {'cmsid': 'TY000191_B0FFFAB6J2',\n",
       "    'truefloor': [],\n",
       "    'cpid': 'B0FFFAB6J2',\n",
       "    'floor': []},\n",
       "   'childtype': [],\n",
       "   'exit_location': [],\n",
       "   'name': '首开广场',\n",
       "   'location': '116.473004,39.993306',\n",
       "   'shopid': [],\n",
       "   'navi_poiid': 'J50F001020_342662',\n",
       "   'groupbuy_num': '0'}],\n",
       " 'status': '1',\n",
       " 'info': 'OK'}"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "j = detail(key,id)\n",
    "j"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### ip定位\n",
    "> * A.url : https://restapi.amap.com/v3/ip?parameters \n",
    "> * B.requests.get()\n",
    "> * C.适用场景：希望能够将IP信息转换为地理位置信息。\n",
    "> * D.参数：\n",
    "\n",
    "  >>* 1、必选：key（高德API秘钥）\n",
    "  >>* 2、可选:ip（ip地址），sig（数字签名），output（返回数据格式类型，缺省值：JSON）\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [],
   "source": [
    "ip = \"114.247.50.2\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [],
   "source": [
    "def ip(key,ip,sig=None,output=\"JSON\"):\n",
    "    ip_url = \"https://restapi.amap.com/v3/ip?parameters\"\n",
    "    params = {\n",
    "        \"key\":key,\n",
    "        \"ip\":ip,\n",
    "        \"sig\":sig,\n",
    "        \"output\":\"json\"\n",
    "    }\n",
    "    \n",
    "    r = requests.get(ip_url,params=params)\n",
    "    result = r.json()\n",
    "    return result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'province': [],\n",
       " 'city': [],\n",
       " 'adcode': [],\n",
       " 'rectangle': []}"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "l = ip(key,ip)\n",
    "l"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 静态地图"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> * A.url : https://restapi.amap.com/v3/staticmap?parameters \n",
    "> * B.requests.get()\n",
    "> * C.截取图片呈现地理位置及周边信息\n",
    "> * D.参数：\n",
    ">> * 1、必选：key（高德API秘钥），location，zoom（地图级别）\n",
    ">> * 2、可选:size（地图大小，默认：400* 400），scale（普通/高清，默认：1），markers（标注），labels（标签），paths（折线），traffic（交通路况标识，缺省值：0），sig（数字签名"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [],
   "source": [
    "from PIL import Image\n",
    "from io import BytesIO\n",
    "import requests\n",
    "\n",
    "def static_map(key,location,zoom,size=None,scale=1,markers=None,labels=None,paths=None,traffic=0,page=None,sig=None):\n",
    "    url = \"https://restapi.amap.com/v3/staticmap?parameters\"\n",
    "    params = {\n",
    "        \"key\":key,\n",
    "        \"location\":location,\n",
    "        \"zoom\":zoom,\n",
    "        \"size\":size,\n",
    "        \"scale\":scale,\n",
    "        \"markers\":markers,\n",
    "        \"labels\":labels,\n",
    "        \"paths\":paths,\n",
    "        \"traffic\":traffic,\n",
    "        \"sig\":sig,\n",
    "        \"output\":\"json\"\n",
    "        }\n",
    "    \n",
    "    r = requests.get(url,params=params)\n",
    "    data = Image.open(BytesIO(r.content))\n",
    "    return data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.PngImagePlugin.PngImageFile image mode=P size=400x400 at 0x17F8F44BA60>"
      ]
     },
     "execution_count": 60,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "广州华广 = static_map(key,location=\"113.172819,23.434030\",zoom=15)\n",
    "广州华广"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 坐标转化\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> * A.url : https://restapi.amap.com/v3/assistant/coordinate/convert?parameters \n",
    "> * B.requests.get()\n",
    "> * C.适用场景：为了使用高德服务，用户需要将非高德坐标转换为高德坐标。\n",
    "> * D.参数：\n",
    " >> * 1、必选：key（高德API秘钥），locations\n",
    " >> * 2、可选:coordsys（原坐标系，缺省值：autonavi），sig（数字签名），output（返回数据格式类型，缺省值：JSON）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [],
   "source": [
    "locations = \"116.481499,39.990475|116.481499,39.990375\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [],
   "source": [
    "def convert(key,locations,coordsys=\"autonavi\",sig=None,output=\"JSON\"):\n",
    "    convert_url = \" https://restapi.amap.com/v3/assistant/coordinate/convert?parameters\"\n",
    "    params = {\n",
    "        \"key\":key,\n",
    "        \"locations\":locations,\n",
    "        \"coordsys\":coordsys,\n",
    "        \"sig\":sig,\n",
    "        \"output\":output\n",
    "    }\n",
    "    \n",
    "    r = requests.get(convert_url,params=params)\n",
    "    result = r.json()\n",
    "    return result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'ok',\n",
       " 'infocode': '10000',\n",
       " 'locations': '116.487585177952,39.991754014757;116.487585177952,39.991653917101'}"
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "m = convert(key,locations,coordsys=\"gps\")\n",
    "m"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 天气查询"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> * A.url : https://restapi.amap.com/v3/weather/weatherInfo?parameters \n",
    "> * B.requests.get()\n",
    "> * C.适用场景：需要使用相关天气查询的时候。\n",
    "> * D.参数：\n",
    " >> * 1、必选：key（高德API秘钥），city\n",
    " >>2、可选:extensions（气象类型,base:返回实况天气，all:返回预报天气），output（返回数据格式类型，缺省值：JSON）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [],
   "source": [
    "def weatherlnfo(key,city,extensions=None,output=\"JSON\"):\n",
    "    weatherlnfo_url = \" https://restapi.amap.com/v3/weather/weatherInfo?parameters\"\n",
    "    params = {\n",
    "        \"key\":key,\n",
    "        \"city\":city,\n",
    "        \"extensions\":extensions,\n",
    "        \"output\":output\n",
    "    }\n",
    "    \n",
    "    r = requests.get(weatherlnfo_url,params=params)\n",
    "    result = r.json()\n",
    "    return result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'count': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'lives': [{'province': '广东',\n",
       "   'city': '增城区',\n",
       "   'adcode': '440118',\n",
       "   'weather': '多云',\n",
       "   'temperature': '12',\n",
       "   'winddirection': '东北',\n",
       "   'windpower': '4',\n",
       "   'humidity': '60',\n",
       "   'reporttime': '2020-12-19 11:22:46'}]}"
      ]
     },
     "execution_count": 67,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "k = weatherlnfo(key,city=\"增城\",extensions=\"base\")\n",
    "k"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 输入提示"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> * A.url : https://restapi.amap.com/v3/assistant/inputtips?parameters \n",
    "> * B.requests.get()\n",
    "> * C.适用场景：在高德客户端的使用场景，输入“关键字”之后出现提示相关。\n",
    "> * D.参数：\n",
    " >> * 1、必选：key（高德API秘钥），keywords\n",
    " >> * 2、可选:type（POI分类），location（坐标），city（搜索城市），citylimit（仅返回指定城市数据，缺省值：false），datatype（返回的数据类型，可选：all），sig（数字签名），output（返回数据格式类型，缺省值：JSON），callback（回调函数）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "metadata": {},
   "outputs": [],
   "source": [
    "def inputtips(key,keywords,type=None,location=None,city=None,citylimit=\"true\",datatype=\"all\",sig=None,output=\"JSON\",callback=None):\n",
    "    inputtips_url = \"https://restapi.amap.com/v3/assistant/inputtips?parameters\"\n",
    "    params = {\n",
    "        \"key\":key,\n",
    "        \"keywords\":keywords,\n",
    "        \"type\":type,\n",
    "        \"location\":location,\n",
    "        \"city\":city,\n",
    "        \"citylimit\":citylimit,\n",
    "        \"datatype\":datatype,\n",
    "        \"sig\":sig,\n",
    "        \"output\":output,\n",
    "        \"callback\":callback\n",
    "    }\n",
    "    \n",
    "    r = requests.get(inputtips_url,params=params)\n",
    "    result = r.json()\n",
    "    return result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'count': '10',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'tips': [{'id': 'B0GUZYGK1L',\n",
       "   'name': '肯德基(招商花园城店)',\n",
       "   'district': '广东省珠海市香洲区',\n",
       "   'adcode': '440402',\n",
       "   'location': '113.525210,22.255166',\n",
       "   'address': '翠微西路288号招商花园城1期7、8好商铺',\n",
       "   'typecode': '050300',\n",
       "   'city': []},\n",
       "  {'id': 'B0G2AS4MQF',\n",
       "   'name': '肯德基(优特汇店)',\n",
       "   'district': '广东省珠海市香洲区',\n",
       "   'adcode': '440402',\n",
       "   'location': '113.559727,22.278254',\n",
       "   'address': '银桦路102号(珠海优特汇)L2层L281号商铺',\n",
       "   'typecode': '050301',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFLNAKY0',\n",
       "   'name': '肯德基(平沙店)',\n",
       "   'district': '广东省珠海市金湾区',\n",
       "   'adcode': '440404',\n",
       "   'location': '113.175736,22.096114',\n",
       "   'address': '平沙镇美平三街309号3栋(钰海国际广场)一层美平西路332、334-1号',\n",
       "   'typecode': '050301',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFLMDKJB',\n",
       "   'name': '肯德基(九洲港出发店)',\n",
       "   'district': '广东省珠海市香洲区',\n",
       "   'adcode': '440402',\n",
       "   'location': '113.591170,22.240154',\n",
       "   'address': '情侣南路599号九洲港客运大楼一楼',\n",
       "   'typecode': '050301',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFKUQAOV',\n",
       "   'name': '肯德基(宝兴路店)',\n",
       "   'district': '广东省珠海市香洲区',\n",
       "   'adcode': '440402',\n",
       "   'location': '113.549844,22.113762',\n",
       "   'address': '横琴新区宝兴路75、77号',\n",
       "   'typecode': '050301',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFK7ISD3',\n",
       "   'name': '肯德基(奥园广场店)',\n",
       "   'district': '广东省珠海市香洲区',\n",
       "   'adcode': '440402',\n",
       "   'location': '113.515319,22.282845',\n",
       "   'address': '梅界路珠海奥园广场首层L1-21铺位',\n",
       "   'typecode': '050301',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFK582V2',\n",
       "   'name': '肯德基(格力广场汽车穿梭店)',\n",
       "   'district': '广东省珠海市香洲区',\n",
       "   'adcode': '440402',\n",
       "   'location': '113.555046,22.238439',\n",
       "   'address': '九洲大道中格力广场2137号商铺',\n",
       "   'typecode': '050000',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFJRCR9S',\n",
       "   'name': '肯德基(港珠澳大桥店)',\n",
       "   'district': '广东省珠海市香洲区',\n",
       "   'adcode': '440402',\n",
       "   'location': '113.580060,22.204353',\n",
       "   'address': '珠澳大桥珠澳口岸人工岛商业集散区C1-007',\n",
       "   'typecode': '050000',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFJPXTGC',\n",
       "   'name': '肯德基(大信新都汇店)',\n",
       "   'district': '广东省珠海市斗门区',\n",
       "   'adcode': '440403',\n",
       "   'location': '113.296589,22.215296',\n",
       "   'address': '井岸镇中兴中路328号1层大润发超市1001号',\n",
       "   'typecode': '050301',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFJCO3KU',\n",
       "   'name': '肯德基(格力海岸店)',\n",
       "   'district': '广东省珠海市香洲区',\n",
       "   'adcode': '440402',\n",
       "   'location': '113.620394,22.349312',\n",
       "   'address': '情侣北路1号楼半岛二路18号101商铺',\n",
       "   'typecode': '050301',\n",
       "   'city': []}]}"
      ]
     },
     "execution_count": 76,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "o = inputtips(key,keywords=\"肯德基\",city=\"珠海\",datatype=\"all\")\n",
    "o"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 交通态势"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> * 1、矩形区域交通态势\n",
    "> * 2、圆形区域交通态势\n",
    "> * 3、指定路线交通态势\n",
    "> * 4、适用场景：希望能够确定矩形、圆形或某条道路的交通态势情况，路况信息2分钟更新一次。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 矩形交通态势"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> * A.url : https://restapi.amap.com/v3/traffic/status/rectangle?parameters \n",
    "> * B.requests.get()\n",
    "> * C.参数：\n",
    ">> * 1、必选：key（高德API秘钥），rectangle（代表此为矩形区域查询）\n",
    ">> * 2、可选:level（道路等级，默认值：5），extensions（返回结果控制，可选：base或all），sig（数字签名），output（返回数据格式类型，缺省值：JSON），callback（回调函数）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {},
   "outputs": [],
   "source": [
    "rectangle = \"113.679287,23.632575;113.677134,23.635678\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {},
   "outputs": [],
   "source": [
    "def rectangle(key,rectangle,level=5,extensions=\"base\",sig=None,output=\"JSON\",callback=None):\n",
    "    rectangle_url = \"https://restapi.amap.com/v3/traffic/status/rectangle?parameters\"\n",
    "    params = {\n",
    "        \"key\":key,\n",
    "        \"rectangle\":rectangle,\n",
    "        \"level\":level,\n",
    "        \"extensions\":extensions,\n",
    "        \"sig\":sig,\n",
    "        \"output\":output,\n",
    "        \"callback\":callback\n",
    "    }\n",
    "    \n",
    "    r = requests.get(rectangle_url,params=params)\n",
    "    result = r.json()\n",
    "    return result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'info': 'INSUFFICIENT_PRIVILEGES',\n",
       " 'infocode': '10012',\n",
       " 'status': '0',\n",
       " 'sec_code_debug': 'd41d8cd98f00b204e9800998ecf8427e',\n",
       " 'key': '18ef7dd6aeefc21dade574262c00f213',\n",
       " 'sec_code': 'd41d8cd98f00b204e9800998ecf8427e'}"
      ]
     },
     "execution_count": 83,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p = rectangle(key,rectangle)\n",
    "p"
   ]
  }
 ],
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   "file_extension": ".py",
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